tflite2tensorflow
opti_models
| tflite2tensorflow | opti_models | |
|---|---|---|
| 2 | 1 | |
| 249 | 55 | |
| - | - | |
| 0.0 | 0.0 | |
| over 1 year ago | over 2 years ago | |
| Python | Python | |
| MIT License | MIT License |
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tflite2tensorflow
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10$ Full Body Tracking! I'm proud to release ToucanTrack (in Beta!). Get decent FBT with the power of 2 PS3 Eye Cameras and AI!
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
opti_models
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How to get from zero to production ready neural nets?
There are many ways to convert models into different formats for production: ONNX, OPENVINO, TensorRT. Here is a repo with examples: https://github.com/IlyaDobrynin/opti_models
What are some alternatives?
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/
RobustVideoMatting - Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
deepsparse - Sparsity-aware deep learning inference runtime for CPUs
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.
tfjs-to-tf - A TensorFlow.js Graph Model Converter
torch2trt - An easy to use PyTorch to TensorRT converter
tensorflow-lite-YOLOv3 - YOLOv3: convert .weights to .tflite format for tensorflow lite. Convert .weights to .pb format for tensorflow serving
facemask_detection - Detection masks on faces.
opentrack - Head tracking software for MS Windows, Linux, and Apple OSX
nebuly - The user analytics platform for LLMs