GitHub - meicholtz/scrabble: Deep Neural Networks for Fast Object Detection and Automated Scoring in Scrabble

Using Keras and Tensorflow to Identify Scrabble Letters

To generate a keras weights file:

cd CNN/
python3 letter_detection.py

To apply the weights file and test CNN accuracy:

cd CNN/
python3 sliding_window.py

This should generate a picture of Scrabble board and then a text overlay of predicted letters.

Name		Name	Last commit message	Last commit date
Latest commit History 336 Commits
CNN		CNN
Work Tracking		Work Tracking
YAD2K-master		YAD2K-master
archive		archive
labels		labels
matlab		matlab
papers		papers
test		test
yad2k-em3d		yad2k-em3d
.gitignore		.gitignore
How to label Scrabble boards.pdf		How to label Scrabble boards.pdf
README.md		README.md
board_labeler.py		board_labeler.py
clustering.py		clustering.py
countletters.py		countletters.py
example.png		example.png
fix_files.py		fix_files.py
graphics.py		graphics.py
labelboard.py		labelboard.py
labelboards.py		labelboards.py
labeler.py		labeler.py
ocr.py		ocr.py
package_data.py		package_data.py
pca.py		pca.py
requirements.txt		requirements.txt
showboard.py		showboard.py
sortlabels.py		sortlabels.py
utils.py		utils.py