Learning CNN by recognizing chess pieces

To Install

Install Miniconda (e:\miniconda3 for example)

e:\miniconda3\scripts\conda create -n tensorflow_gpuenv tensorflow-gpu

e:\miniconda3\scripts\activate tensorflow_gpuenv

e:\miniconda3\scripts\activate tensorflow_gpuenv

e:\Miniconda3\Scripts\conda list -e > requirements.txt

e:\Miniconda3\Scripts\conda env export > tensorflow_gpuenv.yml

check nvidia usage

C:\Program Files\NVIDIA Corporation\NVSMI\nvidia-smi.exe

open tensorboard

e:\miniconda3\scripts\activate tensorflow_gpuenv
tensorboard --logdir .\data\tb_logs

Links: https://github.com/Elucidation/tensorflow_chessbot https://github.com/geaxgx/playing-card-detection

open jupyter

e:\miniconda3\scripts\activate tensorflow_gpuenv
jupyter notebook

Text links

https://stackoverflow.com/questions/23506105/extracting-text-opencv https://github.com/LinxiFan/LiteOCR/blob/master/liteocr/ocr.py

MSER / SWT python implementation with opencv: https://github.com/azmiozgen/text-detection

HOG https://www.quora.com/How-can-I-extract-text-from-a-PNG-image-using-Python