Exploring Multi-Category Object Detection with Bounding Boxes

How to use

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

Alternative (Run as Python Standalone Script)

Prerequisite

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

Optional Generate script

On command line, run nbdev_build_libs

Run e.g. FastAI version of Subcoco script

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