tensorflow_Realtime_Multi-Person_Pose_Estimation
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Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3
In coordinates.py, the get_coordinates method returns the dictionary of keypoints with score. However, it does not seem to provide the keypoints with the respective indices of the person detected in...
Bumps [tensorflow-gpu](https://github.com/tensorflow/tensorflow) from 2.2.1 to 2.7.2. Release notes Sourced from tensorflow-gpu's releases. TensorFlow 2.7.2 Release 2.7.2 This releases introduces several vulnerability fixes: Fixes a code injection in saved_model_cli (CVE-2022-29216) Fixes...
Bumps [opencv-python-headless](https://github.com/skvark/opencv-python) from 4.1.2.30 to 4.2.0.32. Release notes Sourced from opencv-python-headless's releases. 4.2.0.32 opencv-python: https://pypi.org/project/opencv-python/ opencv-contrib-python: https://pypi.org/project/opencv-contrib-python/ opencv-python-headless: https://pypi.org/project/opencv-python-headless/ opencv-contrib-python-headless: https://pypi.org/project/opencv-contrib-python-headless/ OpenCV version 4.2.0. Changes: macOS environment updated from xcode8.3...
Well done! How about the performance of this work on mobile phones? Thx!
hello,I pull down your code almost no change.I trained the mobilenet based model on 2080Ti with 60 epoch.and I found the val_loss is still decrease ![7DA694CA-9D1A-41EB-9E27-8C189367E857](https://user-images.githubusercontent.com/33210026/70961256-40b89300-20bc-11ea-8c9d-f55756c05c6a.png) the x-axis is the...
Excuse me, I want to retrain the model with three refinement stage, but I'm not sure how to set the training strategy. So, I want know the weights_path = "best_pose_mobilenet_model/weights.best.mobilenet.h5"...
Hi, I'm sorry to disturb you. I have a small question about data augmentation. Towards `def apply_image(self, meta)` of `class CropTransform(Transform)` in dataset/augmentors.py, when coordinate of left_up point is negative,...
Hi @michalfaber Can you please provide an insight of how we can detect co-ordinate of key joint locations using live camera. In the older version of this project you have...
Hi, I'm very much interested in using your work for my personal dataset. However I have 2 constraints : - Number of keypoints per image is variable (between 2 and...
Load cfg out of loop to improve execution time moved `cfg = get_default_configuration()`