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pytorch-receptive-field Fangyh09

58

350

apache-2.0

6

Compute CNN receptive field size in pytorch in one line

cnn pytorch deep-learning receptive-field

Created 2018-09-01

53 commits to master branch, last one 7 months ago

torch-scan frgfm

22

210

apache-2.0

7

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

flops keras python pytorch summary benchmark deep-learning flops-counter pytorch-utils receptive-field deep-neural-networks

Created 2020-03-16

67 commits to main branch, last one 11 days ago

receptive_field_analysis_toolbox MLRichter

5

113

mit

4

A toolbox for receptive field analysis and visualizing neural network architectures

pytorch tensorflow deep-learning hacktoberfest visualization neural-networks receptive-field machine-learning receptive-field-analysis neural-architecture-search neural-architecture-optimization

Created 2021-12-10

267 commits to main branch, last one 2 years ago

LaKDNet lingyanruan

3

102

agpl-3.0

9

Revisiting Image Deblurring with an Efficient ConvNet - An efficient CNN performs better than Transformer

cnn transformer high-resolution receptive-field image-deblurring image-restoration motion-deblurring defocus-deblurring

Created 2023-02-01

35 commits to main branch, last one 6 months ago

tsr-convstem poloclub

2

42

mit

7

High-Performance Transformers for Table Structure Recognition Need Early Convolutions

transformers receptive-field table-structure-recognition

Created 2023-10-05

5 commits to main branch, last one 8 months ago

MSA-2Net xmindflow

2

30

mit

2

[BMVC 2024] Official repository of the paper titled "MSA^2 Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation"

synapse isic-2018 transformers deep-learning computer-vision receptive-field attention-mechanism medical-image-segmentation

Created 2024-07-31

8 commits to main branch, last one 15 days ago