Overall

A collection of resource about Object Detection; Multi-Object-Tracking; Activity recognition, ...;

Structure

SOTA research papers here

notebook tutorial TODO

An introduction to basic computer vision tasks for starter with jupyter notebooks:

Task	Model	Dataset	TODO
Classification + Localization	ResNet18	Kangaroo & Raccoon	no
Segmentation	Fully Connectional Network (FCN)	PennFudan	no
2D object detection	FasterRCNN	COCO	yes
Instance segmentation	MaskRCNN	PennFudan	yes
Instance segmentatin & Keypoints estimation	MaskRCNN	COCO	no

Sources

1. Model ZOO: Discover open source deep learning code and pretrained models.

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