XAI Object Detection Review

References

• D-CLOSE: https://github.com/Binh24399/D-CLOSE/
• G-CAME, D-RISE: https://github.com/khanhnguyenuet/GCAME

Installation

• Install cmake

sudo apt-get install cmake

or

pip install cmake

• Install YOLOX

git clone https://github.com/Megvii-BaseDetection/YOLOX.git
cd YOLOX
pip install -U pip && pip install -r requirements.txt
pip install -v -e .

• Install requirements

pip install -r requirements.txt

Notes

• D-CLOSE outputs saliency maps for all predicted boxes from models (YOLOX, FasterRCNN)