基于华为机器学习服务(ML Kit)开发的APP

# MLKit-Sample English | [中文](https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/README_ZH.md) ## Table of Contents * [Introduction](#introduction) * [Project directory structure](#Project-directory-structure) * [More Scenarios](#more-scenarios) * [Getting Started](#getting-started) * [Supported Environment](#supported-environment) * [License](#license) ## Introduction Sample code demoing features of the [ML Kit](https://developer.huawei.com/consumer/en/doc/development/hiai-Guides/service-introduction-0000001050040017) and split into modules: ### Text module (`module-text`) **Features:** text recognition, document recognition, ID card recognition, bank card recognition, general card recognition, text translation, language detection, real-time speech recognition, speech synthesis, audio file conversion, voice recognition, text embedding, and real-time speech translation. <table><tr> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/main_text.png" width=220 title="main page" border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/language.jpg" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/localLanguage.jpg" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/asr.jpg" width=220 border=2></td> </tr></table> <table><tr> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/tts.png" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/tts_offline.gif" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/aft.jpg" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/text.jpg" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/bcr.jpg" width=220 border=2></td> </tr></table> <table><tr> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/sound.jpg" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/text_emd.gif" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/bcr.jpg" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/asr_long.jpg" width=220 border=2></td> </tr></table> ### Vision module (`module-vision`) **Features:** image segmentation, image classification, object detection and tracking, landmark recognition, image super-resolution, text image super-resolution, scene detection, table/form recognition, and document skew correction. <table><tr> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/main_vision.png" width=220 title="main page" border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/table.gif" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/imageSegmentVideo.gif" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/object.jpg" width=220 title="main page" border=2></td> </tr></table> <table><tr> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/image_super.jpg" width=220 title="main page" border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/scene.jpg" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/doc_skew.gif" width=220 border=2></td> </tr></table> ### Body module (`module-body`) **Features:** face detection, skeleton detection, liveness detection, hand key points detection, 3D face detection, face comparison, and hand gesture recognition. <table><tr> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/body_module.png" width=220 title="main page" border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/face.jpg" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/skeleton.jpg" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/handkey.jpg" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/gesture.png" width=220 border=2></td> </tr></table> ### Custom Model Module (`module-custom`) **Features:** use customized models for label and object detection. <table><tr> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/main_custom.jpg" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/label_custom.jpg" width=220 border=2></td> <td><img src="https://github.com/HMS-Core/hms-ml-demo/blob/master/MLKit-Sample/resources/object_custom.jpg" width=220 border=2></td> </tr></table> ## Project directory structure `module-text` |-- com.huawei.mlkit.sample |-- Activity |-- AsrActivity //Real-time speech recognition entry |-- AsrAudioActivity //Automatic Speech Recognition |-- TtsAnalyseActivity //Text to speech entry |-- AudioFileTranscriptionActivity //Audio File Transcription |-- IDCardRecognitionActivity // ID card recognition |-- BankCardRecognitionActivity // Bank card recognition |-- GeneralCardRecognitionActivity // General card recognition |-- TextRecognitionActivity // Text recognition |-- RemoteDetectionActivity // Document recognition |-- StartActivity // Service entry |-- BaseActivity // Activity base class |-- SettingActivity // moduletext Basic Information |-- TranslateActivity // Translation entry |-- LocalTranslateActivity // LocalTranslation |-- RemoteTranslateActivity // RemoteTranslation |-- SoundDectActivity // Voice recognition |-- TextEmbeddingActivity // Text Embedding `module-vision` |-- com.huawei.mlkit.sample |-- Activity |-- ImageSegmentationActivity //Image Segmentation |-- LoadPhotoActivity //Image Segmentation Related |-- TakePhotoActivity //Background Change Related |-- StillCutPhotoActivity //Capture Image Related |-- ObjectDetectionActivity //Object detection and tracking |-- ImageClassificationActivity //Image classification |-- RemoteDetectionActivity //Landmark recognition |-- ImageSuperResolutionStartActivity // image super resolution entry |-- ImageSuperResolutionActivity // image super resolution |-- TextImageSuperResolutionActivity // text image super resolution |-- SceneStartActivity // Scene Dection entry |-- SceneDectionActivity // Scene Dection |-- TableRecognitionStartActivity // Table recognition entry |-- TableRecognitionActivity // Table recognition |-- DocumentSkewStartActivity // Document correction entry |-- DocumentSkewCorretionActivity // Document correction |-- StartActivity // Service entry |-- BaseActivity // Activity base class |-- SettingActivity // modulevision Basic Information `module-body` |-- com.mlkit.sample |-- Activity |-- FaceDetectionActivity //Face detection |-- Live3DFaceAnalyseActivity //3D face detection