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fiin_sdk_ios
Commit 7d8d0acf authored by Nguyễn Văn An's avatar Nguyễn Văn An
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update model

parent c17d42a5
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.DS_Store
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OCR-SDK.xcodeproj/project.pbxproj
View file @ 7d8d0acf
......@@ -7,10 +7,12 @@
objects = {
/* Begin PBXBuildFile section */
60B3E4342745FC5C00D58AD2 /* idcard15072021.tflite in Resources */ = {isa = PBXBuildFile; fileRef = 60B3E4332745FC5C00D58AD2 /* idcard15072021.tflite */; };
600A87B727C685FB00A0A270 /* Car-2 copy@2x.png in Resources */ = {isa = PBXBuildFile; fileRef = 600A87B627C685FB00A0A270 /* Car-2 copy@2x.png */; };
600A87BA27C6862300A0A270 /* ic_camera.png in Resources */ = {isa = PBXBuildFile; fileRef = 600A87B927C6862300A0A270 /* ic_camera.png */; };
606B7B06282D50CF001E20DB /* card.tflite in Resources */ = {isa = PBXBuildFile; fileRef = 606B7B04282D50CF001E20DB /* card.tflite */; };
606B7B07282D50CF001E20DB /* face.tflite in Resources */ = {isa = PBXBuildFile; fileRef = 606B7B05282D50CF001E20DB /* face.tflite */; };
9509925F25355E0300C570D8 /* SBKValidateCardView.swift in Sources */ = {isa = PBXBuildFile; fileRef = 9509925E25355E0300C570D8 /* SBKValidateCardView.swift */; };
95182D0624B3343E00405EA9 /* liveness.tflite in Resources */ = {isa = PBXBuildFile; fileRef = 95182D0524B3343D00405EA9 /* liveness.tflite */; };
954230E525344620006F13F9 /* valid_card_10102020.tflite in Resources */ = {isa = PBXBuildFile; fileRef = 954230E425344601006F13F9 /* valid_card_10102020.tflite */; };
9546DDC0247D1FA200AF50DE /* Localizable.strings in Resources */ = {isa = PBXBuildFile; fileRef = 9546DDC2247D1FA200AF50DE /* Localizable.strings */; };
9546DDD0247D2C0C00AF50DE /* SBKCaptureCardVC.xib in Resources */ = {isa = PBXBuildFile; fileRef = 9546DDD2247D2C0C00AF50DE /* SBKCaptureCardVC.xib */; };
9551057C2477746A0053036F /* OCR_SDK.h in Headers */ = {isa = PBXBuildFile; fileRef = 9551057A2477746A0053036F /* OCR_SDK.h */; settings = {ATTRIBUTES = (Public, ); }; };
......@@ -31,7 +33,6 @@
9580130F2489F1EA00846F8A /* SBKRecordFace.swift in Sources */ = {isa = PBXBuildFile; fileRef = 9580130D2489F1EA00846F8A /* SBKRecordFace.swift */; };
958013102489F1EA00846F8A /* SBKRecordFace.xib in Resources */ = {isa = PBXBuildFile; fileRef = 9580130E2489F1EA00846F8A /* SBKRecordFace.xib */; };
95801347248A237000846F8A /* SBKModelDataHandler.swift in Sources */ = {isa = PBXBuildFile; fileRef = 95801346248A237000846F8A /* SBKModelDataHandler.swift */; };
958D36C224C18BB1004B27EB /* Pods_OCR_SDK.framework in Embed Frameworks */ = {isa = PBXBuildFile; fileRef = 3B6B0136F5F5B4ED2341A91B /* Pods_OCR_SDK.framework */; settings = {ATTRIBUTES = (CodeSignOnCopy, RemoveHeadersOnCopy, ); }; };
A442B6F025299E160058D675 /* SBKValidateCardView.xib in Resources */ = {isa = PBXBuildFile; fileRef = A442B6EF25299E160058D675 /* SBKValidateCardView.xib */; };
A442B6F22529A13A0058D675 /* SBKRecordFaceView.swift in Sources */ = {isa = PBXBuildFile; fileRef = A442B6F12529A13A0058D675 /* SBKRecordFaceView.swift */; };
A442B6F42529A1440058D675 /* SBKRecordFaceView.xib in Resources */ = {isa = PBXBuildFile; fileRef = A442B6F32529A1440058D675 /* SBKRecordFaceView.xib */; };
......@@ -91,11 +92,13 @@
/* Begin PBXFileReference section */
2A440D461209C526DEA3FD58 /* Pods-OCR-SDK.debug.xcconfig */ = {isa = PBXFileReference; includeInIndex = 1; lastKnownFileType = text.xcconfig; name = "Pods-OCR-SDK.debug.xcconfig"; path = "Target Support Files/Pods-OCR-SDK/Pods-OCR-SDK.debug.xcconfig"; sourceTree = "<group>"; };
3B6B0136F5F5B4ED2341A91B /* Pods_OCR_SDK.framework */ = {isa = PBXFileReference; explicitFileType = wrapper.framework; includeInIndex = 0; path = Pods_OCR_SDK.framework; sourceTree = BUILT_PRODUCTS_DIR; };
60B3E4332745FC5C00D58AD2 /* idcard15072021.tflite */ = {isa = PBXFileReference; lastKnownFileType = file; path = idcard15072021.tflite; sourceTree = "<group>"; };
600A87B627C685FB00A0A270 /* Car-2 copy@2x.png */ = {isa = PBXFileReference; lastKnownFileType = image.png; path = "Car-2 copy@2x.png"; sourceTree = "<group>"; };
600A87B927C6862300A0A270 /* ic_camera.png */ = {isa = PBXFileReference; lastKnownFileType = image.png; path = ic_camera.png; sourceTree = "<group>"; };
606B7B04282D50CF001E20DB /* card.tflite */ = {isa = PBXFileReference; lastKnownFileType = file; path = card.tflite; sourceTree = "<group>"; };
606B7B05282D50CF001E20DB /* face.tflite */ = {isa = PBXFileReference; lastKnownFileType = file; path = face.tflite; sourceTree = "<group>"; };
8C1C048EB777A910827003CA /* Pods-OCR-SDK.release.xcconfig */ = {isa = PBXFileReference; includeInIndex = 1; lastKnownFileType = text.xcconfig; name = "Pods-OCR-SDK.release.xcconfig"; path = "Target Support Files/Pods-OCR-SDK/Pods-OCR-SDK.release.xcconfig"; sourceTree = "<group>"; };
9509925E25355E0300C570D8 /* SBKValidateCardView.swift */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.swift; path = SBKValidateCardView.swift; sourceTree = "<group>"; };
95182D0524B3343D00405EA9 /* liveness.tflite */ = {isa = PBXFileReference; lastKnownFileType = file; path = liveness.tflite; sourceTree = "<group>"; };
954230E425344601006F13F9 /* valid_card_10102020.tflite */ = {isa = PBXFileReference; lastKnownFileType = file; path = valid_card_10102020.tflite; sourceTree = "<group>"; };
9546DDC1247D1FA200AF50DE /* en */ = {isa = PBXFileReference; lastKnownFileType = text.plist.strings; name = en; path = en.lproj/Localizable.strings; sourceTree = "<group>"; };
9546DDC3247D1FAA00AF50DE /* vi */ = {isa = PBXFileReference; lastKnownFileType = text.plist.strings; name = vi; path = vi.lproj/Localizable.strings; sourceTree = "<group>"; };
9546DDD1247D2C0C00AF50DE /* Base */ = {isa = PBXFileReference; lastKnownFileType = file.xib; name = Base; path = Base.lproj/SBKCaptureCardVC.xib; sourceTree = "<group>"; };
......@@ -142,7 +145,6 @@
B7622AAB2647E5730077D3CF /* NormalizeOp.swift */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.swift; path = NormalizeOp.swift; sourceTree = "<group>"; };
B7622AAC2647E5730077D3CF /* Detection.swift */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.swift; path = Detection.swift; sourceTree = "<group>"; };
B7622AAD2647E5730077D3CF /* LandMark.swift */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.swift; path = LandMark.swift; sourceTree = "<group>"; };
B7622AB52647E6230077D3CF /* face_detection_front.tflite */ = {isa = PBXFileReference; lastKnownFileType = file; path = face_detection_front.tflite; sourceTree = "<group>"; };
B7622AC32647EB230077D3CF /* OverLayCardView.swift */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.swift; path = OverLayCardView.swift; sourceTree = "<group>"; };
B7622ACB2647EE420077D3CF /* TutorialFace1.png */ = {isa = PBXFileReference; lastKnownFileType = image.png; path = TutorialFace1.png; sourceTree = "<group>"; };
B7622ACC2647EE420077D3CF /* TutorialFaceP.png */ = {isa = PBXFileReference; lastKnownFileType = image.png; path = TutorialFaceP.png; sourceTree = "<group>"; };
......@@ -353,9 +355,8 @@
9580134A248A25E700846F8A /* Model */ = {
isa = PBXGroup;
children = (
60B3E4332745FC5C00D58AD2 /* idcard15072021.tflite */,
B7622AB52647E6230077D3CF /* face_detection_front.tflite */,
954230E425344601006F13F9 /* valid_card_10102020.tflite */,
606B7B04282D50CF001E20DB /* card.tflite */,
606B7B05282D50CF001E20DB /* face.tflite */,
95182D0524B3343D00405EA9 /* liveness.tflite */,
);
path = Model;
......@@ -412,12 +413,14 @@
B7622ACA2647EE420077D3CF /* image */ = {
isa = PBXGroup;
children = (
600A87B627C685FB00A0A270 /* Car-2 copy@2x.png */,
B7622ACB2647EE420077D3CF /* TutorialFace1.png */,
B7622ACC2647EE420077D3CF /* TutorialFaceP.png */,
B7622ACD2647EE420077D3CF /* Scan-4@2x.png */,
B7622ACE2647EE420077D3CF /* Back@2x.png */,
B7622ACF2647EE420077D3CF /* TutorialFace3.png */,
B7622AD02647EE420077D3CF /* TutorialFace2.png */,
600A87B927C6862300A0A270 /* ic_camera.png */,
B7622AD12647EE420077D3CF /* Hat@2x.png */,
B7622AD22647EE420077D3CF /* Glasses@2x.png */,
B7622AD32647EE420077D3CF /* Caution@2x.png */,
......@@ -530,7 +533,6 @@
B7622AF12647EE420077D3CF /* Hat@2x.png in Resources */,
B7622AFB2647EE420077D3CF /* background.png in Resources */,
B7622AED2647EE420077D3CF /* Scan-4@2x.png in Resources */,
954230E525344620006F13F9 /* valid_card_10102020.tflite in Resources */,
957DF5F324C035C700FE6A67 /* objcio.cer in Resources */,
95182D0624B3343E00405EA9 /* liveness.tflite in Resources */,
B7622B072647EE420077D3CF /* cmndF1.png in Resources */,
......@@ -551,15 +553,19 @@
955105BF247774CC0053036F /* SBKTutorialVC.xib in Resources */,
B7622AFF2647EE420077D3CF /* Avoid glare.png in Resources */,
B7622B012647EE420077D3CF /* back_light.png in Resources */,
600A87BA27C6862300A0A270 /* ic_camera.png in Resources */,
9546DDC0247D1FA200AF50DE /* Localizable.strings in Resources */,
B7622AEE2647EE420077D3CF /* Back@2x.png in Resources */,
B7622B022647EE420077D3CF /* Holdphone@2x.png in Resources */,
B7622B002647EE420077D3CF /* Screen Shot 2020-05-12 at 15.14.44.png in Resources */,
606B7B06282D50CF001E20DB /* card.tflite in Resources */,
958013102489F1EA00846F8A /* SBKRecordFace.xib in Resources */,
B7622B062647EE420077D3CF /* Scan-1@2x.png in Resources */,
955105C1247774CC0053036F /* SBKResultCapture.xib in Resources */,
606B7B07282D50CF001E20DB /* face.tflite in Resources */,
B7622AF22647EE420077D3CF /* Glasses@2x.png in Resources */,
B7622AF52647EE420077D3CF /* rotate.png in Resources */,
600A87B727C685FB00A0A270 /* Car-2 copy@2x.png in Resources */,
B7622B0A2647EE420077D3CF /* Passport-2 copy@2x.png in Resources */,
B7622B032647EE420077D3CF /* ic_record.png in Resources */,
B7622B052647EE420077D3CF /* Scan-3@2x.png in Resources */,
......@@ -567,7 +573,6 @@
B7622AFA2647EE420077D3CF /* TutorialFaceCheckBox.png in Resources */,
B7622AFD2647EE420077D3CF /* iconCap.png in Resources */,
B7622B042647EE420077D3CF /* Next@2x.png in Resources */,
60B3E4342745FC5C00D58AD2 /* idcard15072021.tflite in Resources */,
B7622B092647EE420077D3CF /* cmndF2.png in Resources */,
B7622AF02647EE420077D3CF /* TutorialFace2.png in Resources */,
B7622AEF2647EE420077D3CF /* TutorialFace3.png in Resources */,
......
OCR-SDK.xcworkspace/xcuserdata/ad.xcuserdatad/xcdebugger/Breakpoints_v2.xcbkptlist 0 → 100644
View file @ 7d8d0acf
<?xml version="1.0" encoding="UTF-8"?>
<Bucket
uuid = "FD833007-BFDE-4E90-B09E-D1112B21135E"
type = "0"
version = "2.0">
</Bucket>
OCR-SDK/.DS_Store
View file @ 7d8d0acf
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OCR-SDK/ModelDataHandler/SBKModelDataHandler.swift
View file @ 7d8d0acf
// Copyright 2019 The TensorFlow Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
import CoreImage
import TensorFlowLite
import UIKit
import Accelerate
/// A result from invoking the `Interpreter`.
struct Result {
let inferenceTime: Double
let inferences: [Inference]
let inferenceTime: Double
let inferences: [Inference]
}
/// An inference from invoking the `Interpreter`.
struct Inference {
let confidence: Float
let label: String
let confidence: Float
let label: String
}
/// Information about a model file or labels file.
typealias FileInfo = (name: String, extension: String)
/// Information about the MobileNet model.
enum MobileNet {
static let modelInfo: FileInfo = (name: "liveness", extension: "tflite")
static let cardModel: FileInfo = (name: "idcard15072021", extension: "tflite")
static let landMarkModel: FileInfo = (name: "face_detection_front", extension: "tflite")
static let livenessModel: FileInfo = (name: "liveness", extension: "tflite")
static let cardModel: FileInfo = (name: "card", extension: "tflite")
static let faceModel: FileInfo = (name: "face", extension: "tflite")
}
/// This class handles all data preprocessing and makes calls to run inference on a given frame
/// by invoking the `Interpreter`. It then formats the inferences obtained and returns the top N
/// results for a successful inference.
class SBKModelDataHandler {
// MARK: - Internal Properties
/// The current thread count used by the TensorFlow Lite Interpreter.
let threadCount: Int
let resultCount = 3
let threadCountLimit = 10
// MARK: - Model Parameters
let batchSize = 1
let inputChannels = 3
let inputWidth = 224
let inputHeight = 224
// MARK: - Private Properties
/// List of labels from the given labels file.
private var labels: [String] = []
/// TensorFlow Lite `Interpreter` object for performing inference on a given model.
private var interpreter: Interpreter
/// Information about the alpha component in RGBA data.
private let alphaComponent = (baseOffset: 4, moduloRemainder: 3)
// MARK: - Initialization
/// A failable initializer for `ModelDataHandler`. A new instance is created if the model and
/// labels files are successfully loaded from the app's main bundle. Default `threadCount` is 1.
init?(modelFileInfo: FileInfo, threadCount: Int = 1) {
let modelFilename = modelFileInfo.name
// Construct the path to the model file.
let bundle = Bundle(for: SBKRecordFace.self)
guard let modelPath = bundle.path(
forResource: modelFilename,
ofType: modelFileInfo.extension
) else {
print("Failed to load the model file with name: \(modelFilename).")
return nil
}
// Specify the options for the `Interpreter`.
self.threadCount = threadCount
var options = Interpreter.Options()
options.threadCount = threadCount
do {
// Create the `Interpreter`.
interpreter = try Interpreter(modelPath: modelPath, options: options)
// Allocate memory for the model's input `Tensor`s.
try interpreter.allocateTensors()
} catch let error {
print("Failed to create the interpreter with error: \(error.localizedDescription)")
return nil
}
}
let threadCount: Int
let resultCount = 3
let threadCountLimit = 10
var subtract: Float = 127.5
func fromImage(image: UIImage, datas: Data, imagesss: UIImage) -> UIColor {
var totalR: CGFloat = 0
var totalG: CGFloat = 0
var totalB: CGFloat = 0
var count: CGFloat = 0
for x in 0..<Int(image.size.width) {
for y in 0..<Int(image.size.height) {
count += 1
var rF: CGFloat = 0,
gF: CGFloat = 0,
bF: CGFloat = 0,
aF: CGFloat = 0
image.getPixelColor(pos: CGPoint(x: x, y: y), dataImage: datas, image: imagesss ).getRed(&rF, green: &gF, blue: &bF, alpha: &aF)
totalR += rF
totalG += gF
totalB += bF
}
// MARK: - Model Parameters
let batchSize = 1
let inputChannels = 3
var inputWidth = 256
var inputHeight = 256
private var labels: [String] = []
private var interpreter: Interpreter
private let alphaComponent = (baseOffset: 4, moduloRemainder: 3)
init?(modelFileInfo: FileInfo, threadCount: Int = 1) {
let modelFilename = modelFileInfo.name
let bundle = Bundle(for: type(of: self))
guard let modelPath = bundle.path(
forResource: modelFilename,
ofType: modelFileInfo.extension
) else {
print("Failed to load the model file with name: \(modelFilename).")
return nil
}
self.threadCount = threadCount
var options = Interpreter.Options()
options.threadCount = threadCount
do {
interpreter = try Interpreter(modelPath: modelPath, options: options)
try interpreter.allocateTensors()
} catch let error {
print("Failed to create the interpreter with error: \(error.localizedDescription)")
return nil
}
let averageR = totalR / count
let averageG = totalG / count
let averageB = totalB / count
return UIColor(red: averageR, green: averageG, blue: averageB, alpha: 1.0)
}
func convert(cmage:CIImage) -> UIImage
{
let context:CIContext = CIContext.init(options: nil)
let cgImage:CGImage = context.createCGImage(cmage, from: cmage.extent)!
let image:UIImage = UIImage.init(cgImage: cgImage)
return image
}
// MARK: - Internal Methods
/// Performs image preprocessing, invokes the `Interpreter`, and processes the inference results.
func runModel(onFrame pixelBuffer: CVPixelBuffer) -> [Float]? {
let sourcePixelFormat = CVPixelBufferGetPixelFormatType(pixelBuffer)
......@@ -149,8 +64,11 @@ class SBKModelDataHandler {
sourcePixelFormat == kCVPixelFormatType_32BGRA ||
sourcePixelFormat == kCVPixelFormatType_32RGBA)
let imageChannels = 4
assert(imageChannels >= inputChannels)
// Crops the image to the biggest square in the center and scales it down to model dimensions.
let scaledSize = CGSize(width: inputWidth, height: inputHeight)
guard let thumbnailPixelBuffer = pixelBuffer.resized(to: scaledSize) else {
return nil
......@@ -159,6 +77,8 @@ class SBKModelDataHandler {
let outputTensor: Tensor
do {
let inputTensor = try interpreter.input(at: 0)
// Remove the alpha component from the image buffer to get the RGB data.
guard let rgbData = rgbDataFromBuffer(
thumbnailPixelBuffer,
byteCount: batchSize * inputWidth * inputHeight * inputChannels,
......@@ -167,10 +87,19 @@ class SBKModelDataHandler {
print("Failed to convert the image buffer to RGB data.")
return nil
}
let imageCap = UIImage(data: rgbData)
// self.fromImage(image: imageCap!, datas: rgbData, imagesss: imageCap!)
// Copy the RGB data to the input `Tensor`.
try interpreter.copy(rgbData, toInputAt: 0)
// Run inference by invoking the `Interpreter`.
let startDate = Date()
try interpreter.invoke()
interval = Date().timeIntervalSince(startDate) * 1000
// Get the output `Tensor` to process the inference results.
outputTensor = try interpreter.output(at: 0)
} catch let error {
print("Failed to invoke the interpreter with error: \(error.localizedDescription)")
......@@ -197,95 +126,98 @@ class SBKModelDataHandler {
return results
}
private func rgbDataFromBuffer(
_ buffer: CVPixelBuffer,
byteCount: Int,
isModelQuantized: Bool
) -> Data? {
CVPixelBufferLockBaseAddress(buffer, .readOnly)
defer {
CVPixelBufferUnlockBaseAddress(buffer, .readOnly)
}
guard let sourceData = CVPixelBufferGetBaseAddress(buffer) else {
return nil
}
let width = CVPixelBufferGetWidth(buffer)
let height = CVPixelBufferGetHeight(buffer)
let sourceBytesPerRow = CVPixelBufferGetBytesPerRow(buffer)
let destinationChannelCount = 3
let destinationBytesPerRow = destinationChannelCount * width
var sourceBuffer = vImage_Buffer(data: sourceData,
height: vImagePixelCount(height),
width: vImagePixelCount(width),
rowBytes: sourceBytesPerRow)
guard let destinationData = malloc(height * destinationBytesPerRow) else {
print("Error: out of memory")
return nil
}
defer {
free(destinationData)
}
var destinationBuffer = vImage_Buffer(data: destinationData,
height: vImagePixelCount(height),
width: vImagePixelCount(width),
rowBytes: destinationBytesPerRow)
let pixelBufferFormat = CVPixelBufferGetPixelFormatType(buffer)
switch (pixelBufferFormat) {
case kCVPixelFormatType_32BGRA:
vImageConvert_BGRA8888toRGB888(&sourceBuffer, &destinationBuffer, UInt32(kvImageNoFlags))
case kCVPixelFormatType_32ARGB:
vImageConvert_ARGB8888toRGB888(&sourceBuffer, &destinationBuffer, UInt32(kvImageNoFlags))
case kCVPixelFormatType_32RGBA:
vImageConvert_RGBA8888toRGB888(&sourceBuffer, &destinationBuffer, UInt32(kvImageNoFlags))
default:
// Unknown pixel format.
return nil
}
let byteData = Data(bytes: destinationBuffer.data, count: destinationBuffer.rowBytes * height)
if isModelQuantized {
return byteData
}
// Not quantized, convert to floats
let bytes = Array<UInt8>(unsafeData: byteData)!
var floats = [Float]()
for i in 0..<bytes.count {
floats.append(Float(bytes[i]) / 255.0)
}
return Data(copyingBufferOf: floats)
}
}
private func rgbDataFromBuffer(
_ buffer: CVPixelBuffer,
byteCount: Int,
isModelQuantized: Bool
) -> Data? {
CVPixelBufferLockBaseAddress(buffer, .readOnly)
defer {
CVPixelBufferUnlockBaseAddress(buffer, .readOnly)
}
guard let sourceData = CVPixelBufferGetBaseAddress(buffer) else {
return nil
}
let width = CVPixelBufferGetWidth(buffer)
let height = CVPixelBufferGetHeight(buffer)
let sourceBytesPerRow = CVPixelBufferGetBytesPerRow(buffer)
let destinationChannelCount = 3
let destinationBytesPerRow = destinationChannelCount * width
var sourceBuffer = vImage_Buffer(data: sourceData,
height: vImagePixelCount(height),
width: vImagePixelCount(width),
rowBytes: sourceBytesPerRow)
guard let destinationData = malloc(height * destinationBytesPerRow) else {
print("Error: tran bo dem")
return nil
}
defer {
free(destinationData)
}
var destinationBuffer = vImage_Buffer(data: destinationData,
height: vImagePixelCount(height),
width: vImagePixelCount(width),
rowBytes: destinationBytesPerRow)
let pixelBufferFormat = CVPixelBufferGetPixelFormatType(buffer)
switch (pixelBufferFormat) {
case kCVPixelFormatType_32BGRA:
vImageConvert_BGRA8888toRGB888(&sourceBuffer, &destinationBuffer, UInt32(kvImageNoFlags))
case kCVPixelFormatType_32ARGB:
vImageConvert_ARGB8888toRGB888(&sourceBuffer, &destinationBuffer, UInt32(kvImageNoFlags))
case kCVPixelFormatType_32RGBA:
vImageConvert_RGBA8888toRGB888(&sourceBuffer, &destinationBuffer, UInt32(kvImageNoFlags))
default:
// Unknown pixel format.
return nil
}
let byteData = Data(bytes: destinationBuffer.data, count: destinationBuffer.rowBytes * height)
if isModelQuantized {
return byteData
}
// Not quantized, convert to floats
let bytes = Array<UInt8>(unsafeData: byteData)!
var floats = [Float]()
for i in 0..<bytes.count {
if self.subtract != 0 {
floats.append((Float(bytes[i]) - subtract) / subtract)
} else {
floats.append((Float(bytes[i])))
}
}
return Data(copyingBufferOf: floats)
}}
// MARK: - Extensions
extension Data {
init<T>(copyingBufferOf array: [T]) {
self = array.withUnsafeBufferPointer(Data.init)
}
init<T>(copyingBufferOf array: [T]) {
self = array.withUnsafeBufferPointer(Data.init)
}
}
extension Array {
init?(unsafeData: Data) {
guard unsafeData.count % MemoryLayout<Element>.stride == 0 else { return nil }
#if swift(>=5.0)
self = unsafeData.withUnsafeBytes { .init($0.bindMemory(to: Element.self)) }
#else
self = unsafeData.withUnsafeBytes {
.init(UnsafeBufferPointer<Element>(
start: $0,
count: unsafeData.count / MemoryLayout<Element>.stride
))
init?(unsafeData: Data) {
guard unsafeData.count % MemoryLayout<Element>.stride == 0 else { return nil }
#if swift(>=5.0)
self = unsafeData.withUnsafeBytes { .init($0.bindMemory(to: Element.self)) }
#else
self = unsafeData.withUnsafeBytes {
.init(UnsafeBufferPointer<Element>(
start: $0,
count: unsafeData.count / MemoryLayout<Element>.stride
))
}
#endif // swift(>=5.0)
}
#endif // swift(>=5.0)
}
}
OCR-SDK/UI/SBKCaptureCard/SBKValidateCardView.swift
View file @ 7d8d0acf
......@@ -18,6 +18,7 @@ open class SBKValidateCardView: UIView, AVCapturePhotoCaptureDelegate {
@IBOutlet public weak var lbStep: UILabel!
@IBOutlet public weak var btnCapture: UIButton!
@IBOutlet public weak var imgCaution: UIImageView!
@IBOutlet weak var viewTakePhoto: UIView!
public var captureSession: AVCaptureSession = AVCaptureSession()
public var stillImageOutput: AVCapturePhotoOutput = AVCapturePhotoOutput()
......@@ -39,7 +40,7 @@ open class SBKValidateCardView: UIView, AVCapturePhotoCaptureDelegate {
private var cropZone: CGRect?
private var cropImage: CGRect?
var overlayView: OverLayCardView?
var imagePreview = UIImageView(frame: CGRect(x: 20, y: 20, width: 280, height: 210))
public var completionSuccessCardStep: (_ validate: ValidateCard?, _ pathImage: String?, _ permissionCamera: Bool?)->Void = {_,_,_ in}
public var iconTakeCard: Data = UIImage(named: "iconCap", in: Bundle(for: SBKTutorialVC.self), compatibleWith: nil)!.pngData()!
......@@ -79,6 +80,13 @@ open class SBKValidateCardView: UIView, AVCapturePhotoCaptureDelegate {
self.labelTypeCard.text = "Use front"
self.labelTypeCard.textColor = UIColor.white
self.addSubview(labelTypeCard)
self.addSubview(imagePreview)
}
func setImage(_ image: UIImage) {
DispatchQueue.main.async {
self.imagePreview.image = image
}
}
func loadViewFromNib() -> UIView? {
......@@ -224,13 +232,14 @@ open class SBKValidateCardView: UIView, AVCapturePhotoCaptureDelegate {
let cropImage = UIImage(data: imageData)!.crop(rect: self.cropImage!, scale: 1.0)
if let image = cropImage, let urlImage = SBKValidateInput.shared.saveImage(imageName: "imagecard\(typeCamera).png", image: image) {
self.completionSuccessCardStep(nil, urlImage, nil)
self.stopCamera()
}
}
//Sự kiện chụp ảnh
@IBAction func onCapturePhoto(_ sender: Any) {
if (self.statusValidateImage == ValidateCard.IMAGE_FRONT && self.typeCamera == TypeCard.FRONT) || (self.statusValidateImage == .IMAGE_BACK && self.typeCamera == TypeCard.BACK) {
if (self.statusValidateImage == ValidateCard.IMAGE_FRONT && self.typeCamera == TypeCard.FRONT) || (self.statusValidateImage == .IMAGE_BACK && self.typeCamera == TypeCard.BACK) || self.statusValidateImage == .PASSPORT {
if #available(iOS 11.0, *) {
let settings = AVCapturePhotoSettings(format: [AVVideoCodecKey: AVVideoCodecType.jpeg])
stillImageOutput.capturePhoto(with: settings, delegate: self)
......@@ -255,6 +264,8 @@ extension SBKValidateCardView: AVCaptureVideoDataOutputSampleBufferDelegate {
connection.videoOrientation = .portrait
}
public func captureOutput( _ output: AVCaptureOutput, didOutput sampleBuffer: CMSampleBuffer, from connection: AVCaptureConnection) {
guard let imageFrameInput = CMSampleBufferGetImageBuffer(sampleBuffer) else {
debugPrint("unable to get image from sample buffer")
......@@ -273,7 +284,7 @@ extension SBKValidateCardView: AVCaptureVideoDataOutputSampleBufferDelegate {
guard let crop = self.cropZone else {return}
guard let imageOutput = imageFrameInput.crop(rect: crop, scale: 1.0) else {return}
let validateImageCard = SBKValidateInput.shared.didOutput(pixelBuffer: imageOutput)
if let overlayView = self.overlayView {
DispatchQueue.main.async {
......@@ -309,7 +320,7 @@ extension SBKValidateCardView: AVCaptureVideoDataOutputSampleBufferDelegate {
overlayView.setBorderColor(color: UIColor.red.cgColor)
}
if (self.statusValidateImage == ValidateCard.IMAGE_FRONT && self.typeCamera == .FRONT) || (self.statusValidateImage == .IMAGE_BACK && self.typeCamera == .BACK) {
if (self.statusValidateImage == ValidateCard.IMAGE_FRONT && self.typeCamera == .FRONT) || (self.statusValidateImage == .IMAGE_BACK && self.typeCamera == .BACK) || self.statusValidateImage == .PASSPORT {
self.lbDescription.textColor = .green
self.lbDescription.text = "Are you ready. Let's start!".localized()
self.imgCaution.isHidden = true
......
OCR-SDK/UI/SBKCaptureCard/SBKValidateCardView.xib
View file @ 7d8d0acf
<?xml version="1.0" encoding="UTF-8"?>
<document type="com.apple.InterfaceBuilder3.CocoaTouch.XIB" version="3.0" toolsVersion="17156" targetRuntime="iOS.CocoaTouch" propertyAccessControl="none" useAutolayout="YES" useTraitCollections="YES" useSafeAreas="YES" colorMatched="YES">
<document type="com.apple.InterfaceBuilder3.CocoaTouch.XIB" version="3.0" toolsVersion="19529" targetRuntime="iOS.CocoaTouch" propertyAccessControl="none" useAutolayout="YES" useTraitCollections="YES" useSafeAreas="YES" colorMatched="YES">
<device id="retina6_1" orientation="portrait" appearance="light"/>
<dependencies>
<deployment identifier="iOS"/>
<plugIn identifier="com.apple.InterfaceBuilder.IBCocoaTouchPlugin" version="17125"/>
<plugIn identifier="com.apple.InterfaceBuilder.IBCocoaTouchPlugin" version="19519"/>
<capability name="Safe area layout guides" minToolsVersion="9.0"/>
<capability name="System colors in document resources" minToolsVersion="11.0"/>
<capability name="documents saved in the Xcode 8 format" minToolsVersion="8.0"/>
</dependencies>
<objects>
......@@ -16,6 +17,7 @@
<outlet property="lbDescription" destination="wnG-jG-HwA" id="dai-gb-2uU"/>
<outlet property="lbStep" destination="miZ-LC-N58" id="nFu-j2-7oT"/>
<outlet property="viewCamera" destination="lKp-BC-igm" id="SQO-Z9-Rni"/>
<outlet property="viewTakePhoto" destination="Bk2-Lj-tpb" id="JLc-5I-ege"/>
</connections>
</placeholder>
<placeholder placeholderIdentifier="IBFirstResponder" id="-2" customClass="UIResponder"/>
......@@ -33,18 +35,18 @@
<color key="textColor" white="1" alpha="1" colorSpace="custom" customColorSpace="genericGamma22GrayColorSpace"/>
<nil key="highlightedColor"/>
</label>
<imageView hidden="YES" clipsSubviews="YES" userInteractionEnabled="NO" contentMode="scaleAspectFit" horizontalHuggingPriority="251" verticalHuggingPriority="251" image="Caution.png" translatesAutoresizingMaskIntoConstraints="NO" id="Uu0-ZS-WyV">
<rect key="frame" x="147" y="649" width="120" height="32"/>
<imageView hidden="YES" clipsSubviews="YES" userInteractionEnabled="NO" contentMode="scaleAspectFit" horizontalHuggingPriority="251" verticalHuggingPriority="251" ambiguous="YES" image="Caution.png" translatesAutoresizingMaskIntoConstraints="NO" id="Uu0-ZS-WyV">
<rect key="frame" x="147" y="651" width="120" height="32"/>
<constraints>
<constraint firstAttribute="width" constant="120" id="NyR-vg-E0a"/>
<constraint firstAttribute="height" constant="32" id="gHe-IN-Yuj"/>
</constraints>
</imageView>
<view contentMode="scaleToFill" translatesAutoresizingMaskIntoConstraints="NO" id="bMq-BQ-SN5">
<rect key="frame" x="173.5" y="741.5" width="67" height="20.5"/>
<view contentMode="scaleToFill" ambiguous="YES" translatesAutoresizingMaskIntoConstraints="NO" id="bMq-BQ-SN5">
<rect key="frame" x="174" y="743.5" width="66.5" height="20.5"/>
<subviews>
<label opaque="NO" userInteractionEnabled="NO" contentMode="left" horizontalHuggingPriority="251" verticalHuggingPriority="251" text="Step 1/3" textAlignment="natural" lineBreakMode="tailTruncation" baselineAdjustment="alignBaselines" adjustsFontSizeToFit="NO" translatesAutoresizingMaskIntoConstraints="NO" id="miZ-LC-N58">
<rect key="frame" x="10" y="3" width="47" height="14.5"/>
<rect key="frame" x="10" y="3" width="46.5" height="14.5"/>
<color key="backgroundColor" white="0.0" alpha="0.0" colorSpace="custom" customColorSpace="genericGamma22GrayColorSpace"/>
<fontDescription key="fontDescription" type="system" pointSize="12"/>
<color key="textColor" white="1" alpha="1" colorSpace="custom" customColorSpace="genericGamma22GrayColorSpace"/>
......@@ -64,19 +66,62 @@
</userDefinedRuntimeAttribute>
</userDefinedRuntimeAttributes>
</view>
<button opaque="NO" contentMode="scaleToFill" contentHorizontalAlignment="center" contentVerticalAlignment="center" lineBreakMode="middleTruncation" translatesAutoresizingMaskIntoConstraints="NO" id="0tu-Uu-aZJ">
<rect key="frame" x="182" y="782" width="50" height="50"/>
<view contentMode="scaleToFill" translatesAutoresizingMaskIntoConstraints="NO" id="Bk2-Lj-tpb">
<rect key="frame" x="16" y="772" width="382" height="60"/>
<subviews>
<button opaque="NO" contentMode="scaleAspectFill" contentHorizontalAlignment="center" contentVerticalAlignment="center" lineBreakMode="middleTruncation" translatesAutoresizingMaskIntoConstraints="NO" id="0tu-Uu-aZJ">
<rect key="frame" x="0.0" y="0.0" width="382" height="60"/>
<color key="backgroundColor" red="0.55669790509999995" green="0.57545536760000005" blue="0.93220157223147948" alpha="1" colorSpace="custom" customColorSpace="displayP3"/>
<constraints>
<constraint firstAttribute="height" constant="60" id="MGa-aI-9ef"/>
</constraints>
<inset key="titleEdgeInsets" minX="20" minY="0.0" maxX="0.0" maxY="0.0"/>
<connections>
<action selector="onCapturePhoto:" destination="-1" eventType="touchUpInside" id="Vg0-NJ-EOP"/>
</connections>
</button>
<stackView hidden="YES" opaque="NO" contentMode="scaleToFill" distribution="fillEqually" spacing="10" translatesAutoresizingMaskIntoConstraints="NO" id="jhl-n8-gXe">
<rect key="frame" x="0.0" y="0.0" width="382" height="60"/>
<subviews>
<view contentMode="scaleToFill" translatesAutoresizingMaskIntoConstraints="NO" id="qlD-QQ-347">
<rect key="frame" x="0.0" y="0.0" width="186" height="60"/>
<subviews>
<imageView clipsSubviews="YES" userInteractionEnabled="NO" contentMode="scaleAspectFit" horizontalHuggingPriority="251" verticalHuggingPriority="251" image="ic_camera.png" translatesAutoresizingMaskIntoConstraints="NO" id="PNe-oO-0lf">
<rect key="frame" x="136" y="8" width="50" height="44"/>
<constraints>
<constraint firstAttribute="width" constant="50" id="Cq6-8N-XfV"/>
</constraints>
</imageView>
</subviews>
<constraints>
<constraint firstAttribute="trailing" secondItem="PNe-oO-0lf" secondAttribute="trailing" id="1Da-Ou-rv3"/>
<constraint firstItem="PNe-oO-0lf" firstAttribute="top" secondItem="qlD-QQ-347" secondAttribute="top" constant="8" id="FpC-uN-NXG"/>
<constraint firstAttribute="bottom" secondItem="PNe-oO-0lf" secondAttribute="bottom" constant="8" id="bOJ-cI-mwf"/>
</constraints>
</view>
<label opaque="NO" userInteractionEnabled="NO" contentMode="left" horizontalHuggingPriority="251" verticalHuggingPriority="251" text="Chụp" textAlignment="natural" lineBreakMode="tailTruncation" baselineAdjustment="alignBaselines" adjustsFontSizeToFit="NO" translatesAutoresizingMaskIntoConstraints="NO" id="qXK-WY-fpY">
<rect key="frame" x="196" y="0.0" width="186" height="60"/>
<fontDescription key="fontDescription" type="system" pointSize="24"/>
<color key="textColor" white="1" alpha="1" colorSpace="custom" customColorSpace="genericGamma22GrayColorSpace"/>
<nil key="highlightedColor"/>
</label>
</subviews>
</stackView>
</subviews>
<color key="backgroundColor" systemColor="systemBackgroundColor"/>
<constraints>
<constraint firstAttribute="height" constant="50" id="MGa-aI-9ef"/>
<constraint firstAttribute="width" constant="50" id="hiM-7d-T1r"/>
<constraint firstItem="jhl-n8-gXe" firstAttribute="top" secondItem="Bk2-Lj-tpb" secondAttribute="top" id="8KH-J3-kNq"/>
<constraint firstAttribute="trailing" secondItem="jhl-n8-gXe" secondAttribute="trailing" id="KCy-KA-KEj"/>
<constraint firstAttribute="trailing" secondItem="0tu-Uu-aZJ" secondAttribute="trailing" id="f2R-d2-elD"/>
<constraint firstAttribute="bottom" secondItem="jhl-n8-gXe" secondAttribute="bottom" id="gS6-2w-qs3"/>
<constraint firstAttribute="bottom" secondItem="0tu-Uu-aZJ" secondAttribute="bottom" id="jB7-yA-4Or"/>
<constraint firstItem="0tu-Uu-aZJ" firstAttribute="leading" secondItem="Bk2-Lj-tpb" secondAttribute="leading" id="lxV-7o-6li"/>
<constraint firstItem="jhl-n8-gXe" firstAttribute="leading" secondItem="Bk2-Lj-tpb" secondAttribute="leading" id="rqp-Ca-IdB"/>
<constraint firstItem="0tu-Uu-aZJ" firstAttribute="top" secondItem="Bk2-Lj-tpb" secondAttribute="top" id="v98-oo-7BM"/>
</constraints>
<state key="normal" image="iconCap.png"/>
<connections>
<action selector="onCapturePhoto:" destination="-1" eventType="touchUpInside" id="Vg0-NJ-EOP"/>
</connections>
</button>
<label opaque="NO" userInteractionEnabled="NO" contentMode="left" horizontalHuggingPriority="251" verticalHuggingPriority="251" text=" " textAlignment="natural" lineBreakMode="tailTruncation" baselineAdjustment="alignBaselines" adjustsFontSizeToFit="NO" translatesAutoresizingMaskIntoConstraints="NO" id="wnG-jG-HwA">
<rect key="frame" x="205" y="701" width="4.5" height="20.5"/>
</view>
<label opaque="NO" userInteractionEnabled="NO" contentMode="left" horizontalHuggingPriority="251" verticalHuggingPriority="251" ambiguous="YES" text=" " textAlignment="natural" lineBreakMode="tailTruncation" baselineAdjustment="alignBaselines" adjustsFontSizeToFit="NO" translatesAutoresizingMaskIntoConstraints="NO" id="wnG-jG-HwA">
<rect key="frame" x="205" y="703" width="4.5" height="20.5"/>
<fontDescription key="fontDescription" type="system" pointSize="17"/>
<color key="textColor" white="1" alpha="1" colorSpace="custom" customColorSpace="genericGamma22GrayColorSpace"/>
<nil key="highlightedColor"/>
......@@ -86,10 +131,11 @@
<color key="backgroundColor" white="0.0" alpha="1" colorSpace="custom" customColorSpace="genericGamma22GrayColorSpace"/>
<constraints>
<constraint firstItem="bMq-BQ-SN5" firstAttribute="top" secondItem="wnG-jG-HwA" secondAttribute="bottom" constant="20" id="3RZ-t3-RxF"/>
<constraint firstItem="0tu-Uu-aZJ" firstAttribute="centerX" secondItem="hB9-pv-7hU" secondAttribute="centerX" id="446-x7-rap"/>
<constraint firstItem="0tu-Uu-aZJ" firstAttribute="top" secondItem="bMq-BQ-SN5" secondAttribute="bottom" constant="20" id="9ne-hi-Dep"/>
<constraint firstItem="Bk2-Lj-tpb" firstAttribute="leading" secondItem="hB9-pv-7hU" secondAttribute="leading" constant="16" id="722-Sw-Jce"/>
<constraint firstItem="bMq-BQ-SN5" firstAttribute="centerX" secondItem="hB9-pv-7hU" secondAttribute="centerX" id="Cej-FU-Dtq"/>
<constraint firstItem="hB9-pv-7hU" firstAttribute="bottom" secondItem="Bk2-Lj-tpb" secondAttribute="bottom" constant="30" id="DZc-wk-Z60"/>
<constraint firstItem="lKp-BC-igm" firstAttribute="leading" secondItem="hB9-pv-7hU" secondAttribute="leading" id="Feg-QV-jKA"/>
<constraint firstItem="hB9-pv-7hU" firstAttribute="trailing" secondItem="Bk2-Lj-tpb" secondAttribute="trailing" constant="16" id="KSV-Q0-yAz"/>
<constraint firstItem="lKp-BC-igm" firstAttribute="top" secondItem="hB9-pv-7hU" secondAttribute="top" id="M7T-cU-AYs"/>
<constraint firstItem="Uu0-ZS-WyV" firstAttribute="centerX" secondItem="hB9-pv-7hU" secondAttribute="centerX" id="RJl-D9-e7j"/>
<constraint firstItem="hB9-pv-7hU" firstAttribute="trailing" secondItem="lKp-BC-igm" secondAttribute="trailing" id="V4W-de-wre"/>
......@@ -97,14 +143,22 @@
<constraint firstItem="hB9-pv-7hU" firstAttribute="bottom" secondItem="lKp-BC-igm" secondAttribute="bottom" id="bsH-Lw-Emb"/>
<constraint firstItem="wnG-jG-HwA" firstAttribute="top" secondItem="Uu0-ZS-WyV" secondAttribute="bottom" constant="20" id="eIh-l6-wou"/>
<constraint firstItem="wnG-jG-HwA" firstAttribute="centerX" secondItem="hB9-pv-7hU" secondAttribute="centerX" id="mg9-DV-NWp"/>
<constraint firstItem="Bk2-Lj-tpb" firstAttribute="top" secondItem="bMq-BQ-SN5" secondAttribute="bottom" constant="8" symbolic="YES" id="nPt-SA-gMF"/>
<constraint firstItem="Yoc-45-cmQ" firstAttribute="centerX" secondItem="hB9-pv-7hU" secondAttribute="centerX" id="qpt-JY-I2K"/>
<constraint firstItem="hB9-pv-7hU" firstAttribute="bottom" secondItem="0tu-Uu-aZJ" secondAttribute="bottom" constant="30" id="zb1-xI-WE2"/>
</constraints>
<point key="canvasLocation" x="133" y="154"/>
<variation key="default">
<mask key="subviews">
<exclude reference="Bk2-Lj-tpb"/>
</mask>
</variation>
<point key="canvasLocation" x="131.8840579710145" y="153.34821428571428"/>
</view>
</objects>
<resources>
<image name="Caution.png" width="84.5" height="84.5"/>
<image name="iconCap.png" width="172" height="172"/>
<image name="ic_camera.png" width="512" height="512"/>
<systemColor name="systemBackgroundColor">
<color white="1" alpha="1" colorSpace="custom" customColorSpace="genericGamma22GrayColorSpace"/>
</systemColor>
</resources>
</document>
OCR-SDK/UI/SBKRecordFace/SBKRecordFace.swift
View file @ 7d8d0acf
......@@ -25,7 +25,7 @@ class SBKRecordFace: UIViewController, AVCaptureVideoDataOutputSampleBufferDeleg
private let videoDataOutput = AVCaptureVideoDataOutput()
private var modelDataHandler: SBKModelDataHandler? =
SBKModelDataHandler(modelFileInfo: MobileNet.modelInfo)
SBKModelDataHandler(modelFileInfo: MobileNet.faceModel)
private var result: [Float]?
private var previousInferenceTimeMs: TimeInterval = Date.distantPast.timeIntervalSince1970 * 1000
private let delayBetweenInferencesMs: Double = 1000
......
OCR-SDK/UI/SBKRecordFace/SBKRecordFaceView.swift
View file @ 7d8d0acf
......@@ -30,7 +30,7 @@ open class SBKRecordFaceView: UIView, AVCaptureVideoDataOutputSampleBufferDelega
private lazy var previewLayer = AVCaptureVideoPreviewLayer(session: self.captureSession)
private let videoDataOutput = AVCaptureVideoDataOutput()
private var modelDataHandler: SBKModelDataHandler? = SBKModelDataHandler(modelFileInfo: MobileNet.modelInfo)
private var modelDataHandler: SBKModelDataHandler? = SBKModelDataHandler(modelFileInfo: MobileNet.faceModel)
private var result: [Float]?
private var previousInferenceTimeMs: TimeInterval = Date.distantPast.timeIntervalSince1970 * 1000
private let delayBetweenInferencesMs: Double = 1000
......@@ -74,6 +74,7 @@ open class SBKRecordFaceView: UIView, AVCaptureVideoDataOutputSampleBufferDelega
}
self.checkScreen()
self.loadCamera()
modelDataHandler?.subtract = 0
}
func loadViewFromNib() -> UIView? {
......@@ -206,94 +207,108 @@ open class SBKRecordFaceView: UIView, AVCaptureVideoDataOutputSampleBufferDelega
}
func didOutput(pixelBuffer: CVPixelBuffer, statusFace: StatusFace) {
func getMaxResult(result: [Float]) -> Int {
var max = result[0]
var index = 0
for i in 0..<result.count {
index = max < result[i] ? i : index
max = max < result[i] ? result[i] : max
}
return index
}
func didOutput(pixelBuffer: CVPixelBuffer, statusFace: StatusFace, pureImage: CVPixelBuffer) {
let currentTimeMs = Date().timeIntervalSince1970 * 1000
guard (currentTimeMs - previousInferenceTimeMs) >= delayBetweenInferencesMs else { return }
previousInferenceTimeMs = currentTimeMs
// Pass the pixel buffer to TensorFlow Lite to perform inference.
result = modelDataHandler?.runModel(onFrame: pixelBuffer)
if self.checkStatusRecord {
(result![0] < result![1]) ? (self.numberTrue += 1) : (self.numberFalse += 1)
self.numberPass += 1
DispatchQueue.main.async {
let ciimage : CIImage = CIImage(cvPixelBuffer: pixelBuffer)
let imageView : UIImage = SBKValidateInput.shared.convertCIToUIImage(cmage: ciimage)
if self.result![0] < self.result![1] {
if statusFace == .STRAIGHTFACE && self.checkStep == 0 {
if self.dataImageSuccess.count == 0 {
self.dataImageSuccess.append(imageView)
}
self.completionSuccessFaceRecordStep(.FACE_STRAIGHT, nil, nil)
self.lbDescription.textColor = UIColor.green
self.lbDescription.text = "Exactly".localized()
self.checkStep = 1
self.viewCheckStep1.backgroundColor = UIColor.colorFromHexa("#FBA02E")
} else if statusFace != .STRAIGHTFACE && self.checkStep == 0 {
self.lbDescription.textColor = UIColor.red
self.lbDescription.text = "Please look straight".localized()
self.viewCheckStep1.backgroundColor = UIColor.colorFromHexa("#FE3500")
self.completionSuccessFaceRecordStep(.FACE_STRAIGHT_FAILED, nil, nil)
} else if statusFace == .TORIGHT && self.checkStep == 1 {
self.lbDescription.textColor = UIColor.green
self.lbDescription.text = "Exactly".localized()
self.checkStep = 2
self.viewCheckStep2.backgroundColor = UIColor.colorFromHexa("#FBA02E")
self.completionSuccessFaceRecordStep(.FACE_RIGHT, nil, nil)
if self.dataImageSuccess.count == 1 {
self.dataImageSuccess.append(imageView)
if let result = result {
let maxResult = getMaxResult(result: result)
if self.checkStatusRecord {
maxResult == 0 ? (self.numberTrue += 1) : (self.numberFalse += 1)
self.numberPass += 1
DispatchQueue.main.async {
let ciimage : CIImage = CIImage(cvPixelBuffer: pureImage)
let imageView : UIImage = SBKValidateInput.shared.convertCIToUIImage(cmage: ciimage)
if maxResult == 0 {
if statusFace == .STRAIGHTFACE && self.checkStep == 0 {
if self.dataImageSuccess.count == 0 {
self.dataImageSuccess.append(imageView)
}
self.completionSuccessFaceRecordStep(.FACE_STRAIGHT, nil, nil)
self.lbDescription.textColor = UIColor.green
self.lbDescription.text = "Exactly".localized()
self.checkStep = 1
self.viewCheckStep1.backgroundColor = UIColor.colorFromHexa("#FBA02E")
} else if statusFace != .STRAIGHTFACE && self.checkStep == 0 {
self.lbDescription.textColor = UIColor.red
self.lbDescription.text = "Please look straight".localized()
self.viewCheckStep1.backgroundColor = UIColor.colorFromHexa("#FE3500")
self.completionSuccessFaceRecordStep(.FACE_STRAIGHT_FAILED, nil, nil)
} else if statusFace == .TORIGHT && self.checkStep == 1 {
self.lbDescription.textColor = UIColor.green
self.lbDescription.text = "Exactly".localized()
self.checkStep = 2
self.viewCheckStep2.backgroundColor = UIColor.colorFromHexa("#FBA02E")
self.completionSuccessFaceRecordStep(.FACE_RIGHT, nil, nil)
if self.dataImageSuccess.count == 1 {
self.dataImageSuccess.append(imageView)
}
} else if statusFace != .TORIGHT && self.checkStep == 1 {
self.lbDescription.textColor = UIColor.red
self.lbDescription.text = "Please turn to the right".localized()
self.completionSuccessFaceRecordStep(.FACE_RIGHT_FAILED, nil, nil)
self.viewCheckStep2.backgroundColor = UIColor.colorFromHexa("#FE3500")
} else if statusFace == .TOLEFT && self.checkStep == 2 {
self.lbDescription.textColor = UIColor.green
self.lbDescription.text = "Exactly".localized()
self.checkStep = 3
self.viewCheckStep3.backgroundColor = UIColor.colorFromHexa("#FBA02E")
if self.dataImageSuccess.count == 2 {
self.dataImageSuccess.append(imageView)
}
self.completionSuccessFaceRecordStep(.FACE_LEFT, nil, nil)
} else if statusFace != .TOLEFT && self.checkStep == 2 {
self.lbDescription.textColor = UIColor.red
self.lbDescription.text = "Please turn to the left".localized()
self.completionSuccessFaceRecordStep(.FACE_LEFT_FAILED, nil, nil)
self.viewCheckStep3.backgroundColor = UIColor.colorFromHexa("#FE3500")
}
} else if statusFace != .TORIGHT && self.checkStep == 1 {
} else {
self.lbDescription.textColor = UIColor.red
self.lbDescription.text = "Please turn to the right".localized()
self.completionSuccessFaceRecordStep(.FACE_RIGHT_FAILED, nil, nil)
self.viewCheckStep2.backgroundColor = UIColor.colorFromHexa("#FE3500")
} else if statusFace == .TOLEFT && self.checkStep == 2 {
self.lbDescription.textColor = UIColor.green
self.lbDescription.text = "Exactly".localized()
self.checkStep = 3
self.viewCheckStep3.backgroundColor = UIColor.colorFromHexa("#FBA02E")
self.completionSuccessFaceRecordStep(.FACE_LEFT, nil, nil)
if self.dataImageSuccess.count == 2 {
self.dataImageSuccess.append(imageView)
self.lbDescription.text = "Incorrect face, please check!".localized()
self.completionSuccessFaceRecordStep(.FACE_FAKE, nil, nil)
}
}
} else {
if maxResult == 0 {
DispatchQueue.main.async {
self.checkStartRecord = true
self.lbDescription.textColor = UIColor.white
if !self.checkStatusRecord {
self.checkStatusRecord = true
self.timeRecord = 0
self.checkStep = 0
self.viewCheckStep1.backgroundColor = .red
self.viewCheckStep2.backgroundColor = UIColor.colorFromHexa("#333333")
self.viewCheckStep3.backgroundColor = UIColor.colorFromHexa("#333333")
}
} else if statusFace != .TOLEFT && self.checkStep == 2 {
self.lbDescription.textColor = UIColor.red
self.lbDescription.text = "Please turn to the left".localized()
self.completionSuccessFaceRecordStep(.FACE_LEFT_FAILED, nil, nil)
self.viewCheckStep3.backgroundColor = UIColor.colorFromHexa("#FE3500")
self.completionSuccessFaceRecordStep(.FACE_READY, nil, nil)
}
} else {
self.lbDescription.textColor = UIColor.red
self.lbDescription.text = "Incorrect face, please check!".localized()
self.completionSuccessFaceRecordStep(.FACE_FAKE, nil, nil)
}
}
} else {
if result![0] < result![1] {
DispatchQueue.main.async {
self.checkStartRecord = true
self.lbDescription.textColor = UIColor.white
if !self.checkStatusRecord {
self.checkStatusRecord = true
self.timeRecord = 0
self.checkStep = 0
self.viewCheckStep1.backgroundColor = .red
self.viewCheckStep2.backgroundColor = UIColor.colorFromHexa("#333333")
self.viewCheckStep3.backgroundColor = UIColor.colorFromHexa("#333333")
DispatchQueue.main.async {
self.checkStartRecord = false
self.lbDescription.textColor = UIColor.red
self.lbDescription.text = "Incorrect face, please check!".localized()
self.completionSuccessFaceRecordStep(.FACE_FAKE, nil, nil)
}
self.completionSuccessFaceRecordStep(.FACE_READY, nil, nil)
}
} else {
DispatchQueue.main.async {
self.checkStartRecord = false
self.lbDescription.textColor = UIColor.red
self.lbDescription.text = "Incorrect face, please check!".localized()
self.completionSuccessFaceRecordStep(.FACE_FAKE, nil, nil)
}
}
}
}
@IBAction func onRecord(_ sender: Any) {
......@@ -312,19 +327,20 @@ open class SBKRecordFaceView: UIView, AVCaptureVideoDataOutputSampleBufferDelega
debugPrint("unable to get image from sample buffer")
return
}
let pureImage = self.resizeImageFace(pixelBuffer: frame)
if self.startusCheck {
if #available(iOS 11.0, *) {
if self.screenHeight == 2436 {
self.detectFace(in: self.resizeImageFace(pixelBuffer: frame.resized(to: CGSize(width: 360, height: 480))!))
self.detectFace(in: self.resizeImageFace(pixelBuffer: frame.resized(to: CGSize(width: 360, height: 480))!), pureImage: pureImage)
} else {
self.detectFace(in: self.resizeImageFace(pixelBuffer: frame))
self.detectFace(in: pureImage, pureImage: pureImage)
}
}
}
}
func checkScreen(){
if UIDevice().userInterfaceIdiom == .phone {
self.screenHeight = UIScreen.main.nativeBounds.height
......@@ -406,7 +422,7 @@ open class SBKRecordFaceView: UIView, AVCaptureVideoDataOutputSampleBufferDelega
}
@available(iOS 11.0, *)
private func detectFace(in image: CVPixelBuffer) {
private func detectFace(in image: CVPixelBuffer, pureImage: CVPixelBuffer) {
let faceDetectionRequest = VNDetectFaceLandmarksRequest(completionHandler: { (request: VNRequest, error: Error?) in
DispatchQueue.main.async {
DispatchQueue.main.asyncAfter(deadline: .now() + 1.0) {
......@@ -423,7 +439,7 @@ open class SBKRecordFaceView: UIView, AVCaptureVideoDataOutputSampleBufferDelega
self.startTimer()
DispatchQueue.global().async {
self.didOutput(pixelBuffer: image, statusFace: statusString)
self.didOutput(pixelBuffer: image, statusFace: statusString, pureImage: pureImage)
}
}
} else {
......@@ -437,7 +453,7 @@ open class SBKRecordFaceView: UIView, AVCaptureVideoDataOutputSampleBufferDelega
self.lbDescription.text = "Incorrect face, please check!".localized()
DispatchQueue.global().async {
self.didOutput(pixelBuffer: image, statusFace: .ERROR)
self.didOutput(pixelBuffer: image, statusFace: .ERROR, pureImage: pureImage)
}
}
}
......
OCR-SDK/Utils/.DS_Store
View file @ 7d8d0acf
No preview for this file type
OCR-SDK/Utils/SBValidateInput.swift
View file @ 7d8d0acf
......@@ -14,9 +14,13 @@ class SBKValidateInput {
static let shared = SBKValidateInput()
var modelDataHandler: SBKModelDataHandler? = SBKModelDataHandler(modelFileInfo: MobileNet.cardModel)
var modelDataFaceHandler: SBKModelDataHandler? = SBKModelDataHandler(modelFileInfo: MobileNet.modelInfo)
var modelDataFaceHandler: SBKModelDataHandler? = SBKModelDataHandler(modelFileInfo: MobileNet.faceModel)
public typealias CompletionHandle = (_ data: Bool) -> Void
init(){
modelDataHandler?.inputWidth = 280
modelDataHandler?.inputHeight = 210
modelDataHandler?.subtract = 0
}
func validateCard(imageInput: UIImage) -> Int {
let ciimage = CIImage(image: imageInput)
......@@ -56,24 +60,23 @@ class SBKValidateInput {
let currentTimeMs = Date().timeIntervalSince1970 * 1000
guard (currentTimeMs - previousInferenceTimeMs) >= delayBetweenInferencesMs else { return .ERROR }
previousInferenceTimeMs = currentTimeMs
result = modelDataHandler?.runModel(onFrame: pixelBuffer)
result = modelDataHandler?.runModel(onFrame: pixelBuffer)
if result == nil {
return .ERROR
}
switch self.getResultCard(result: result!) {
let max = getResultCard(result: result!)
let total = result!.reduce(0, +)
switch max {
case 0:
return .IMAGE_FAKE
case 1:
case 1, 3, 17:
return .IMAGE_FRONT
case 2:
case 2, 4, 18:
return .IMAGE_BACK
case 3:
case 25:
return .PASSPORT
case 4,5,6,7,8,9:
return .IMAGE_FAKE
default:
return .ERROR
return .IMAGE_FAKE
}
}
......@@ -97,12 +100,17 @@ class SBKValidateInput {
previousInferenceTimeMs = currentTimeMs
// Pass the pixel buffer to TensorFlow Lite to perform inference.
result = modelDataFaceHandler?.runModel(onFrame: pixelBuffer)
if result![0] < result![1] {
result = modelDataHandler?.runModel(onFrame: pixelBuffer)
if result != nil {
let max = getResultCard(result: result!)
if max == 0 {
return true
} else {
return false
}
} else {
return false
}
}
func comvertUIImageToCVPixel(imageInput: UIImage) -> CVPixelBuffer {
......@@ -172,19 +180,6 @@ class SBKValidateInput {
}
}
//Xử lý ảnh hiển thị
// func cropImage(image: UIImage, rect: CGRect, scale: CGFloat) -> UIImage? {
// let imageCap = image
//
// let widthCrop = imageCap.size.width - imageCap.size.width / 10
//
// UIGraphicsBeginImageContextWithOptions(CGSize(width: widthCrop, height: widthCrop * 3 / 4), true, 0.0)
// image.draw(at: CGPoint(x: -rect.origin.x / scale, y: -rect.origin.y / scale))
// let croppedImage = UIGraphicsGetImageFromCurrentImageContext()
// UIGraphicsEndImageContext()
// return croppedImage
// }
func cropImage(image: UIImage, rect: CGRect, scale: CGFloat) -> UIImage? {
let imageCap = image
......@@ -222,6 +217,7 @@ class SBKValidateInput {
return croppedImage
}
func saveImage(imageName: String, image: UIImage) -> String? {
guard let documentsDirectory = FileManager.default.urls(for: .documentDirectory, in: .userDomainMask).first else { return nil }
let fileName = imageName
......@@ -230,7 +226,6 @@ class SBKValidateInput {
if FileManager.default.fileExists(atPath: fileURL.path) {
do {
try FileManager.default.removeItem(atPath: fileURL.path)
print("Removed old image")
} catch let removeError {
print("couldn't remove file at path", removeError)
}
......
Podfile.lock
View file @ 7d8d0acf
......@@ -21,4 +21,4 @@ SPEC CHECKSUMS:
PODFILE CHECKSUM: 5d1bc9d5125d5fec48a2110d5d6596947a9bac74
COCOAPODS: 1.10.2
COCOAPODS: 1.11.2
Pods/Manifest.lock
View file @ 7d8d0acf
......@@ -21,4 +21,4 @@ SPEC CHECKSUMS:
PODFILE CHECKSUM: 5d1bc9d5125d5fec48a2110d5d6596947a9bac74
COCOAPODS: 1.10.2
COCOAPODS: 1.11.2
Pods/Pods.xcodeproj/project.pbxproj
View file @ 7d8d0acf
......@@ -19,42 +19,42 @@
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remoteGlobalIDString = 10418167F619D6DA72BADAD10F9EC02B;
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......@@ -65,7 +65,7 @@
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......@@ -78,7 +78,7 @@
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......@@ -143,15 +143,6 @@
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......@@ -217,6 +208,15 @@
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......@@ -241,7 +241,7 @@
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......@@ -278,41 +278,41 @@
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