Hand-Keypoint-Detection

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SSD-Hand-Detection

Dataset

• egohands
• stanfordhands

Preprocess

• min(hands width and height) > threshold, for egohands, threshold=40; for stanfordhands, threshold=20.
• clean dataset can be downloaded from onedrive.
• run create_txt.py to generate test.txt and trainval.txt.
• At last run ./create_data.sh to generate lmdb file in data/lmdb folder.

Train

• pretrained model are provided by the author and trained on PASCAL VOC 2012, 2017. Download Link.

demo