tensorflow-lite-YOLOv3
tflite2tensorflow
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| tensorflow-lite-YOLOv3 | tflite2tensorflow | |
|---|---|---|
| 2 | 2 | |
| 107 | 249 | |
| - | - | |
| 0.0 | 0.0 | |
| 7 months ago | over 1 year ago | |
| Python | Python | |
| - | MIT License |
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tensorflow-lite-YOLOv3
tflite2tensorflow
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They come in the form of tflite models, so I had to convert them to onnx. I used tf2onnx for converting the pose landmark model and tflite2tensorflow for converting the pose detection model. For improving performance, I had created a small script which modified the landmark models for supporting batch inference. This script is not included in the repository, but do tell me if you need it!
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[D]Packaging machine learning service
What you are looking for has only been around for a month: https://github.com/PINTO0309/tflite2tensorflow
What are some alternatives?
tensorflow-yolov4-tflite - YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
YOLOX - YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
darknet - YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
RobustVideoMatting - Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
tensorflow-yolo-v3 - Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)
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.
faiss-server - faiss serving :)
tfjs-to-tf - A TensorFlow.js Graph Model Converter
pdf2image - A python module that wraps the pdftoppm utility to convert PDF to PIL Image object
opti_models - PyTorch optimizations and benchmarking
yolov3-tf2 - YoloV3 Implemented in Tensorflow 2.0
opentrack - Head tracking software for MS Windows, Linux, and Apple OSX