chandra-ps612 / Car_Damage_Instance_Segmentation_Model

Computer Vision and Deep Learning

Car_Damage_Instance_Segmentation_Model

This colab notebook is for Car_Damage_Instance_Segmentation based on Mask R-CNN Algorithm. I trained this particular model for 500 iterations and took Car_Damage dataset from Kaggle.

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

1. Mask R-CNN
2. Fast R-CNN
3. Faster R-CNN
4. RetinaNet
5. RPN
6. TensorMask
7. PointRend
8. DensePose

List of Computer Vision tasks it supports

1. Object Detection
2. Instance Segmentation
3. Semantic Segmentation
4. Pantropic Segmentation
5. Keypoint Detection