CV Homework: Gait Recognition

Experiment Results

Test accuracy of carry bag(BG),wear clothes(CL),normal(NM)

Fianl test acc NM: 91.818, BG: 86.534, CL: 69.451

Train

Pretreatment :

python datasets/pretreatment.py \
	--input_path data/train \
	--output_path data/train_pkl

Train :

python -u main.py \
	--dataset_root ./data/train_pkl \
 	--log_to_file

Inference

Pretreatment :

python inference/infer_pretreatment.py \
	--input_path data/test \
	--output_path data/test_pkl

Inference :

python -u inference.py

Reference

https://github.com/ShiqiYu/OpenGait

GaitPart: Temporal Part-based Model for Gait Recognition