tflite2tensorflow
CustomPose-Classification-Mediapipe
| tflite2tensorflow | CustomPose-Classification-Mediapipe | |
|---|---|---|
| 2 | 1 | |
| 249 | 10 | |
| - | - | |
| 0.0 | 10.0 | |
| over 1 year ago | over 1 year 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
CustomPose-Classification-Mediapipe
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Custom Human Pose Classification using Mediapipe
git clone https://github.com/naseemap47/CustomPose-Classification-Mediapipe.git cd CustomPose-Classification-Mediapipe git checkout custom
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/
PoseNDF - Implementation of Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields
RobustVideoMatting - Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
Mask_RCNN - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
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.
opti_models - PyTorch optimizations and benchmarking
DeepPoseKit - a toolkit for pose estimation using deep learning
tfjs-to-tf - A TensorFlow.js Graph Model Converter
data-science-ipython-notebooks - Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
tensorflow-lite-YOLOv3 - YOLOv3: convert .weights to .tflite format for tensorflow lite. Convert .weights to .pb format for tensorflow serving
opentrack - Head tracking software for MS Windows, Linux, and Apple OSX