computer_vision_projects

Some of the image and video processing projects using OpenCV and OpenCV DNN module.

Basics:

1. Image Basics and Capturing an Image
2. Video Basics and capturing a video
3. Image Transformation
4. Color Spaces
5. Image Annotation
6. Blob/ Edge / Contour Detection

Hands-on projects using OpenCV and pytorch:

1. Classification using pre-trained models(alexnet , resnet, densenet121)
2. Object detection using Faster-RCNN resnet50_fpn
3. Realtime object detection using SSD mobilenet v2
4. Semantic Segmentation using fcn resnet101 and deeplab v3 resnet101
5. Instance Segmentation using maskrcnn resnet50_fpn