Exploring Multi-Category Object Detection with Bounding Boxes

How to use

Launch Jupter lab, open the Pytorch Lightning or FastAI based notebook and run!

Python 3.8 and pip installed
Ensure IceVision is installed i.e. pip install icevision
Which should mean nbdev, jupyter, pytorch-lightning, fastai, pytorch, torchvision, fastcore, numpy ... are all installed

On command line, run python run_subcoco_effdet_icevision_fastai.py or python run_subcoco_frcnn_lightning.py

Name		Name	Last commit message	Last commit date
Latest commit History 95 Commits
.github/workflows		.github/workflows
docs		docs
mcbbox		mcbbox
models		models
workspace		workspace
.gitignore		.gitignore
10_subcoco_utils.ipynb		10_subcoco_utils.ipynb
15_subcoco_effdet_icevision_fastai.ipynb		15_subcoco_effdet_icevision_fastai.ipynb
20_subcoco_lightning_utils.ipynb		20_subcoco_lightning_utils.ipynb
30_subcoco_frcnn_lightning.ipynb		30_subcoco_frcnn_lightning.ipynb
40_subcoco_effdet_lightning.ipynb		40_subcoco_effdet_lightning.ipynb
50_subcoco_retinanet_lightning.ipynb.ipynb		50_subcoco_retinanet_lightning.ipynb.ipynb
CONTRIBUTING.md		CONTRIBUTING.md
LICENSE		LICENSE
MANIFEST.in		MANIFEST.in
Makefile		Makefile
README.md		README.md
_config.yml		_config.yml
index.ipynb		index.ipynb
run_subcoco_effdet_icevision_fastai.py		run_subcoco_effdet_icevision_fastai.py
run_subcoco_effdet_lightning.py		run_subcoco_effdet_lightning.py
run_subcoco_frcnn_lightning.py		run_subcoco_frcnn_lightning.py
run_subcoco_retnet_lightning.py		run_subcoco_retnet_lightning.py
settings.ini		settings.ini
setup.py		setup.py