๐ ๐ถ ๐ Pose-With-Action
- This repository represents " Action Recognition Using Alphapose ".
- With the help of this project we can detect the human Actions/Activities based on the Human Pose.
๐ฝโ Download Object Detection Model
๐ฝโ For Pose Tracking, Download the object tracking model
๐ฝโ Download Fast.res50.pt file
- Install PyTorch :-
$ pip3 install torch==1.1.0 torchvision==0.3.0
- Install :-
$ export PATH=/usr/local/cuda/bin/:$PATH
$ export LD_LIBRARY_PATH=/usr/local/cuda/lib64/:$LD_LIBRARY_PATH
$ sudo apt-get install libyaml-dev
$ python setup.py build develop --user
$ python -m pip install Pillow==6.2.1
- Testing with Images ( Put test images in AlphaPose/examples/demo/ ) :-
$ python scripts/demo_inference.py --cfg configs/coco/resnet/256x192_res50_lr1e-3_1x.yaml --checkpoint pretrained_models/fast_res50_256x192.pth --indir examples/demo/ --save_img
- Testing with Video ( Put test video in AlphaPose/examples/demo/ ) :-
$ python scripts/demo_inference.py --cfg configs/coco/resnet/256x192_res50_lr1e-3_1x.yaml --checkpoint pretrained_models/fast_res50_256x192.pth --video examples/demo/3.mp4 --outdir examples/res1 --save_video --gpus 0
Contributors
- Akshay Kumar Prasad
- Akshay Namdev Kadam
- Arjun K
- ATUL KUMAR
- Deepak Kumar Behera
- Jerryl Davis
- Kancharla Bharath Kumar
- Karthik P
- Madhavi Patel
- Mukesh
- Oinam Bhobendra
- pamita singh kandari
- Sameer sudhir Deshmukh
- Sasidharan M
- shrinivas kandlikar