tejus-gupta/pytorch_cv.md

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Pytorch for computer vision

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pytorch_cv.md

Semantic Segmentation

A Recurrent Neural Network-based Model for Semantic Segmentation
PyramidNet
PSPNet
Semantic Segmentation Models
Semantic Segmentation Models
FCN Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network
PointNet

Object Detection

Detectron
Detectron
SSD
Faster-RCNN
Faster-RCNN
RetinaNet
YOLOv2 YOLOv2
SSD

Adversarial Examples

FoolBox
Adversarial Defences

GAN

WGAN
Visual Feature Attribution using Wasserstein GANs
Semi-Supervised Pytorch
Star-GAN
DeblurGAN
GAN Models
StackGAN
StackGANv2
Improved Training of Wasserstein GANs
CycleGAN
DiscoGAN
DiscoGAN
CycleGAN

Utilities

Augmentor
Pretrained Models
PyDLT
pytorchviz
ImgAug
VisDom

Others

Temporal Convulational Neural Networks
Deep Recursive Residual Network for Super Resolution
i-RevNet
NVIDIA's FastPhotoStype
Deep Image Prior
Deep Image Prior
FlowNet2
Bottom-Up and Top-Down Attention for Visual Question Answering Neural Module Network (NMN) for VQA
Semantic Image Synthesis via Adversarial Learning 3D ResNets for Action Recognition
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Temporal Segment Networks
Value Iteration Networks
VQA Models

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