tflite

There are 5 repositories under tflite topic.

yolov5
ultralytics / yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
coreml deep-learning ios machine-learning ml object-detection onnx pytorch tflite yolo yolov3 yolov4 yolov5
Language:Python 27823
yolov3
ultralytics / yolov3
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
coreml deep-learning ios machine-learning ml object-detection onnx pytorch tflite yolo yolov3 yolov4 yolov5
Language:Python 8787
AidLearning-FrameWork
aidlearning / AidLearning-FrameWork
🔥🔥AidLearning is a powerful mobile development platform, AidLearning builds a linux env supporting GUI, deep learning and visual IDE on Android...Now Aid supports CPU+GPU+NPU for high performance acceleration...Linux on Android or HarmonyOS
aios aiot android android-hacking android-linux android-linux-ai android-opencl jupyter linux linux-android linux-on-android macos-on-android opencl py2apk python python-for-android terminal tflite vscode
Language:Python 4699
TensorSpeech / TensorFlowTTS
:stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, French, Korean, Chinese, German and Easy to adapt for other languages)
chinese-tts fastspeech fastspeech2 german-tts japanese-tts korea-tts melgan mobile-tts multi-speaker-tts multiband-melgan parallel-wavegan real-time speech-synthesis tacotron2 tensorflow2 text-to-speech tflite tts vocoder zh-tts
Language:Python 2747
hunglc007 / tensorflow-yolov4-tflite
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
yolov4 yolov3 tflite object-detection tensorflow tf2 tensorrt yolov3-tiny android
Language:Python 2036
PINTO0309 / PINTO_model_zoo
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
tensorflow tensorflow-lite openvino edgetpu mediapipe coreml tensorflowjs tf-trt onnx pytorch tflite tfjs model-zoo models keras computer-vision caffe pretrained-models model tflite-models
Language:Python 1738
onnx / tensorflow-onnx
Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
tensorflow onnx export convert keras tflite tensorflowjs deep-learning
Language:Jupyter Notebook 1520
ppogg / YOLOv5-Lite
🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~
ncnn yolov5 android-app mnn shufflenetv2 repvgg transformer tensorrt pplcnet openvivo mobilenet tflite pytorch picodet onnxruntime
Language:Python 1123
margaretmz / awesome-tensorflow-lite
An awesome list of TensorFlow Lite models, samples, tutorials, tools and learning resources.
awesome-list tflite tensorflow-lite tflite-models tensorflow tensorflow-models tfhub tensorflow-keras keras-tutorials sample-app model-zoo mediapipe mlkit mobile android ios flutter deep-learning computer-vision awesome
908
shaqian / flutter_realtime_detection
Real-time detection demo for Flutter tflite plugin
flutter camera tflite real-time
Language:Dart 730
amitshekhariitbhu / Android-TensorFlow-Lite-Example
Android TensorFlow Lite Machine Learning Example
tensorflow tensorflow-tutorials machine-learning tensorflow-lite tensorflow-examples deep-learning deep-neural-networks android-example machine-learning-algorithms tflite
Language:Java 705
TensorSpeech / TensorFlowASR
:zap: TensorFlowASR: Almost State-of-the-art Automatic Speech Recognition in Tensorflow 2. Supported languages that can use characters or subwords
automatic-speech-recognition conformer contextnet ctc deepspeech2 end2end jasper rnn-transducer speech-recognition speech-to-text streaming-transducer subword-speech-recognition tensorflow tensorflow2 tflite tflite-convertion tflite-model
Language:Jupyter Notebook 699
backscrub
floe / backscrub
Virtual Video Device for Background Replacement with Deep Semantic Segmentation
tensorflow tflite deeplab cpp python opencv bodypix body-pix video deep-learning deeplabv3 mediapipe
Language:C++ 670
1996scarlet / OpenVtuber
虚拟爱抖露(アイドル)共享计划, 是基于单目RGB摄像头的人眼与人脸特征点检测算法, 在实时3D面部捕捉以及模型驱动领域的应用.
vtuber head-pose-estimation face-detection face-alignment tflite
Language:Python 664
theAIGuysCode / yolov4-custom-functions
A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.
yolov4 yolov3 object-detection tensorflow tflite custom-yolov4 yolov4-tiny tf2 tensorrt
Language:Python 479
PINTO0309 / Tensorflow-bin
Prebuilt binary with Tensorflow Lite enabled. For RaspberryPi / Jetson Nano. Support for custom operations in MediaPipe. XNNPACK, XNNPACK Multi-Threads, FlexDelegate.
tensorflow raspberrypi wheel pip tensorflowlite python debian raspbian aarch64 armhf armv7l armv8 tflite
Language:Shell 436
terryky / tflite_gles_app
GPU accelerated deep learning inference applications for RaspberryPi / JetsonNano / Linux PC using TensorflowLite GPUDelegate / TensorRT
tensorflow tensorflow-lite opengles opengl-es tflite facemesh handpose tensorrt raspberry-pi jetson-nano
Language:C 400
vardanagarwal / Proctoring-AI
Creating a software for automatic monitoring in online proctoring
yolov3 dlib proctoring proctoring-ai opencv nltk vision-and-language speech-to-text automation face-spoofing face-detection phone-detection eye-tracking mobilenet tflite ssd hacktoberfest
Language:Python 355
Volcomix / virtual-background
Demo on adding virtual background to a live video stream in the browser
react video stream demo typescript tensorflow tfjs tflite wasm webgl background segmentation shaders simd bodypix mlkit selfie mediapipe
Language:TypeScript 292
google / CFU-Playground
Want a faster ML processor? Do it yourself! -- A framework for playing with custom opcodes to accelerate TensorFlow Lite for Microcontrollers (TFLM).
tflite tflm tensorflow
Language:Verilog 271
shaqian / tflite-react-native
React Native library for TensorFlow Lite
react react-native tensorflow tflite yolo
Language:Objective-C++ 266
openvino2tensorflow
PINTO0309 / openvino2tensorflow
This script converts the ONNX/OpenVINO IR model to Tensorflow's saved_model, tflite, h5, tfjs, tftrt(TensorRT), CoreML, EdgeTPU, ONNX and pb. PyTorch (NCHW) -> ONNX (NCHW) -> OpenVINO (NCHW) -> openvino2tensorflow -> Tensorflow/Keras (NHWC/NCHW) -> TFLite (NHWC/NCHW). And the conversion from .pb to saved_model and from saved_model to .pb and from .pb to .tflite and saved_model to .tflite and saved_model to onnx. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support.
openvino tensorflow pytorch onnx tensorflow-lite keras coreml tf-trt tensorrt edgetpu caffe mxnet tflite tfjs tensorflowjs converter models-converter docker
Language:Python 223
thangtran480 / hair-segmentation
hair segmentation in mobile device
hairsegmentaion android tflite segmentation realtime hair hairmatte
Language:Jupyter Notebook 218
larq / compute-engine
Highly optimized inference engine for Binarized Neural Networks
larq binarized-neural-networks tflite tensorflow mlir bnn raspberry-pi keras armv8 aarch64 inference simd android aarch32 armv7
Language:C++ 194
michalfaber / tensorflow_Realtime_Multi-Person_Pose_Estimation
Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3
pose-estimation tensorflow2 tensorflow deep-learning computer-vision human-pose-estimation mobile android convolutional-neural-networks mobilenet mobilenetv3 singlenet tflite cmu-model
Language:Jupyter Notebook 185
tflite2tensorflow
PINTO0309 / tflite2tensorflow
Generate saved_model, tfjs, tf-trt, EdgeTPU, CoreML, quantized tflite, ONNX, OpenVINO, Myriad Inference Engine blob and .pb from .tflite. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support. Supports inverse quantization of INT8 quantization model.
tflite tensorflow tensorflow-lite converter models-converter coreml tf-trt tfjs tensorflowjs edgetpu models-conver tensorflow-models mediapipe onnx openvino depthai tensorrt docker
Language:Python 169
PINTO0309 / TensorflowLite-bin
Prebuilt binary for TensorFlowLite's standalone installer. For RaspberryPi. A very lightweight installer. I provide a FlexDelegate, MediaPipe Custom OP and XNNPACK enabled binary.
tensorflow tensorflowlite wheel raspberrypi raspberry-pi multithreading android python cpp java flex-delegate tflite mediapipe xnnpack
Language:Shell 148
hhk7734 / tensorflow-yolov4
YOLOv4 Implemented in Tensorflow 2.
yolov4 tensorflow tflite tpu coral edgetpu
Language:Python 135
sithu31296 / PyTorch-ONNX-TFLite
Conversion of PyTorch Models into TFLite
onnx-tf tflite pytorch tflite-conversion
Language:Python 130
Ar-Ray-code / YOLOX-ROS
YOLOX + ROS2 object detection package
yolox object-detection opencv deep-learning pytorch ros2 openvino ros tensorrt onnxruntime tflite
Language:Python 127
dart-archive / tflite_native
A Dart interface to TensorFlow Lite (tflite) through dart:ffi
tflite tensorflow ffi
Language:Dart 125
kinivi / hand-gesture-recognition-mediapipe
This is a sample program that recognizes hand signs and finger gestures with a simple MLP using the detected key points. Handpose is estimated using MediaPipe.
tflite tensorflow mediapipe gesture-recognition palm-detection python
Language:Jupyter Notebook 121
omerferhatt / torch2tflite
PyTorch to TensorFlow Lite converter
pytorch tensorflow2 onnx tflite tensorflowlite onnx-tf model-converter
Language:Python 115
tucan9389 / PoseEstimation-TFLiteSwift
The baseline project for inferencing various Pose Estimation tflite models with TFLiteSwift on iOS
tensorflow ios tensorflow-lite openpose posenet simplepose cpm hourglass mobilenetv2 3d-pose-estimation on-device pose-matching tflite
Language:Swift 111
MIRNet-TFLite-TRT
sayakpaul / MIRNet-TFLite-TRT
TensorFlow Lite models for MIRNet for low-light image enhancement.
tinyml tflite tensorflow2 computer-vision
Language:Jupyter Notebook 107
peace195 / tensorflow-lite-YOLOv3
YOLOv3: convert .weights to .tflite format for tensorflow lite. Convert .weights to .pb format for tensorflow serving
tensorflow-lite yolov3 weights docker convert pb protobuf tensorflow-serving tflite
Language:Python 101

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