gesture detector

 This is a sample code about yolo-lite.

reqiurments

pip install -r requirement.txt

train

default parameter use "python train -h"

python train.py --mode train --pretrain_model=./pretrained/cp-30-3.614092 --se --bn

test

python evaluate.py --pretrain_model=./pretrained/cp-30-3.614092 --se --bn # hack api depents on coco-tools

video

python demo.py --mode video --pretrain_model=./pretrained/cp-30-3.614092 --se --bn python demo.py --mode video --pretrain_model=./pretrained/cp-145-4.073046

to-do

1. coco-pretrain model
2. some serilization-bug between keras and tf2.1
   cant load model with partial. (as far known)
3. other bug 

refrence

1. https://arxiv.org/pdf/1811.05588
2. https://towardsdatascience.com/review-senet-squeeze-and-excitation-network-winner-of-ilsvrc-2017-image-classification-a887b98b2883
3. https://github.com/YunYang1994/tensorflow-yolov3
4. https://github.com/cocodataset/cocoapi/blob/e140a084d678eacd18e85a9d8cfa45d1d5911db9/PythonAPI/pycocotools/coco.py