This particular colab notebook is for Pothole Detection based on Faster-RCNN Algorithm. Pothole dataset has two classes i.e. potholes and pothole. It has a total of 665 images.
Brief about Detectron2
Detectron2 is a PyTorch based system built by Facebook AI Research to support rapid implementation and evaluation of novel computer vision research.
List of Algorithms it supports
- Mask R-CNN
- Fast R-CNN
- Faster R-CNN
- RetinaNet
- RPN
- TensorMask
- PointRend
- DensePose
List of Computer Vision tasks it supports
- Object Detection
- Instance Segmentation
- Semantic Segmentation
- Pantropic Segmentation
- Keypoint Detection