/playground

code for fun

Primary LanguagePythonMIT LicenseMIT

My Code PlayGround

Environment

requirements.txtpython 3.7.4

Table 1. Demos
Illustration Description
magnetic

A Small Magnetic suspension System open source in here

retinaface

python retinaface_camera/infer_gpu.py

I used tensorflow to reproduce the retinaface and trained for a period of time.

The implementation summary blog is here

pfld

python pfld_camera/infer_pfld.py

I used tensorflow to reproduce the pfld and trained for a period of time.

The implementation summary blog is here

yolov3

python yolov3_camera/infer_yolov3.py

I used tensorflow to reproduce the yolov3 and trained for a period of time.

The implementation summary blog is here

demo model is mobilenetv1-yolov3 (30mb 69.7map@voc)

facerec

./facerec_camera/make_database.sh
python facerec_camera/infer_facerec.py

I used tensorflow to reproduce the insightface and trained for a period of time.

demo model is mobilenetv1-0.25 (99.8@lfw)

animegan

I used tensorflow to reproduce the AnimeGAN and trained for a period of time.

open source in here

phototransfer

I use U-GAT-IT to training a model which can convert photo to JOJO style cartoon.

This model is currently not working well, please refer here for details

statistical

I wrote a series of code demos for the book 统计学习方法 第二版(李航)

matting tool

I wrote a batch auto matting tool base on PoolNet, open source in here