computerVisionNotes.md

Some Notes about computer vision

categories of computer vision

• Object detection/ recognition
• Object localization
• Image Classification
• Image Segmentation

Object detection Algorithms

• Fast R-CNN
• Faster R-CNN
• Single Shot Detection (SSD)
• Histogram of oriented gradient (HOG)
• YOLO (You only look once)
• VISSL
• Detectron2

Some Image processing tasks

• translation
• rotation
• resizing
• skeletonization
• displaying matplotlib image easier

useful links

• pyImageSearch
• Scalable keras rest api
• Medical Image oobject detection

Some Image Augmentation tasks

object detection on custom dataset

• How to prepare custom dataset for object detection
  • find image annotation tools to annoate the images and store coordinates in xml files
    • LabelImg
    • opencv/cvat