Computer Vision (CV)


Computer vision is an interdisciplinary scientific field that deals with how computers can gain high-level understanding from digital images or videos.

Overview

Deep Learning for Object Detection: A Comprehensive Review
A closer look at Tensorflow’s object detection models: Faster R-CNN, R-FCN, and SSD.
object-detection convolutional-neural-networks rcnn computer-vision
An Intuitive Guide to Deep Network Architectures
Intuition behind base network architectures like MobileNets, Inception, and ResNet.
object-detection image-classification transfer-learning computer-vision

Tutorials

Computer Vision Recipes
This repository provides examples and best practice guidelines for building computer vision systems.
computer-vision recipes pytorch object-detection

Libraries

Kornia: Differentiable Computer Vision Library for PyTorch
Set of routines and differentiable modules to solve generic computer vision problems.
computer-vision pytorch data-augmentation edge-detection
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