CountingNN

Decription

The packge adopts Faster R-CNN to identify single electrons in direct electron detector read out images.

pip install ElectronCounting

See the example notebook for a quick start.

Name		Name	Last commit message	Last commit date
Latest commit History 224 Commits
.idea		.idea
CountingNN		CountingNN
build/lib/CountingNN/modelweights		build/lib/CountingNN/modelweights
Example_counting.ipynb		Example_counting.ipynb
Faster RCNN training_cleaned.ipynb		Faster RCNN training_cleaned.ipynb
LICENSE		LICENSE
Model evaluation_cleaned.ipynb		Model evaluation_cleaned.ipynb
README.md		README.md
TrainingDataPreparation_cleaned.ipynb		TrainingDataPreparation_cleaned.ipynb
VisualizationOfModelPerformance_cleaned.ipynb		VisualizationOfModelPerformance_cleaned.ipynb
gt.npy		gt.npy
input.npy		input.npy
requirements.txt		requirements.txt
setup.cfg		setup.cfg
setup.py		setup.py
test.npy		test.npy