TropComplique / MultiPoseNet

MultiPoseNet in tensorflow (work in progress 🔧)

This an implementation of MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network.

How to use this

1. Download COCO dataset.
2. Run create_tfrecords.py.
3. Run train_keypoints.py.
4. Run train_person_detector.py.
5. Run train_prn.py.
6. Run create_pb.py.

Requirements

1. tensorflow 1.15
2. Pillow 6.1, opencv-python 4.1
3. numpy 1.17, scipy 1.3
4. matplotlib 3.1, tqdm 4.36
5. pycocotools