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PyTorchStepByStep dvgodoy

346

898

mit

15

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

python pytorch cnn-pytorch rnn-pytorch deep-learning pytorch-tutorial

Created 2020-04-14

156 commits to master branch, last one 21 days ago

explainable-cnn ashutosh1919

31

219

mit

6

📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

cnn pytorch grad-cam cnn-pytorch saliency-map visualization explainable-ai explainable-ml guided-grad-cam cnn-visualization cnn-classification saliency-detection grad-cam-visualization guided-backpropagation pytorch-implementation cnn-visualization-technique

Created 2022-03-13

45 commits to main branch, last one about a year ago

LESRCNN hellloxiaotian

32

219

unknown

2

Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)

cnn python27 cnn-pytorch deep-learning image-processing low-level-vision image-super-resolution information-refinement enhancement-and-compression lightweight-enhanced-network

Created 2020-05-27

50 commits to master branch, last one 2 years ago

ADNet hellloxiaotian

6

118

unknown

2

Attention-guided CNN for image denoising(Neural Networks,2020)

cnn sparse python2 pytorch real-noise cnn-pytorch deep-learning blind-denoising image-denoising attention-mechanism deep-neural-networks deep-reinforcement-learning

Created 2020-01-10

58 commits to master branch, last one about a year ago

CFSRCNN hellloxiaotian

12

109

unknown

4

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

cnn python2 pytorch python27 cnn-pytorch pytorch-cnn deep-learning deep-networks low-resolution high-resolution image-processing low-level-vision super-resolution deep-neural-networks cascaded-refinement-networks

Created 2020-02-21

81 commits to master branch, last one about a year ago

SimpleNet Coderx7

22

92

mit

7

This repository contains the architectures, Models, logs, etc pertaining to the SimpleNet Paper (Lets keep it simple: Using simple architectures to outperform deeper architectures )

pytorch fast-net imagenet cnn-model simplenet cnn-pytorch deep-learning image-classification convolutional-neural-networks

Created 2017-03-18

81 commits to master branch, last one about a year ago

ACNet hellloxiaotian

17

79

unknown

6

Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

cnn python2 pytorch python27 cnn-pytorch pytorch-cnn deep-network deep-learning image-processing low-level-vision super-resolution deep-neural-networks blind-super-resolution

Created 2020-01-13

87 commits to master branch, last one about a year ago

ECNDNet hellloxiaotian

6

57

unknown

4

Enhanced CNN for image denoising (CAAI Transactions on Intelligence Technology, 2019)

cnn cnn-pytorch deep-learning image-denoise low-level-vision residual-learning dilated-convolution deep-neural-networks

Created 2019-11-09

20 commits to master branch, last one about a year ago

DudeNet hellloxiaotian

5

47

unknown

3

Designing and Training of A Dual CNN for Image Denoising (Knowledge-based Systems, 2021)

cnn python2 real-noise cnn-pytorch deep-learning blind-denoising image-denoising low-level-vision image-preprocessing

Created 2020-07-10

148 commits to master branch, last one 2 years ago

general_backbone phamdinhkhanh

5

41

unknown

4

This repository has no description...

resnet backbone cnn-pytorch data-augmentation image-classification

Created 2021-10-19

19 commits to main branch, last one 3 years ago

edepth ehsanasgharzde

0

35

mit

6

edepth is an open-source, trainable CNN-based model for depth estimation from single images, videos, and live camera feeds.

torch edepth pytorch cnn-model depth-map trianable cnn-pytorch open-source torchvision computer-vision cnn-architecture depth-estimation depth-prediction machine-learning

Created 2024-05-18

87 commits to main branch, last one 3 months ago