Here, I share a few of my Colab notebooks related to Detectron2 for object detection.
- Dataset registration (To use Detectron2, one needs to register their dataset)
- Pascal VOC 2007
- MS COCO 2014
- Data augmentation on datasets (Three different ways)
- Using a pre-trained model on a single image for object detection (No training is needed)
- Fine-tuning an object detection model on the Pascal VOC dataset
- Fine-tuning an object detection model on the Mushroom dataset (With a COCO model)