otabek-uz

Otabek's starred repositories

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Language:PythonApache-2.032279 313 927

learnopencv

Learn OpenCV : C++ and Python Examples

Language:Jupyter Notebook21320 886 319

vision

Datasets, Transforms and Models specific to Computer Vision

Language:PythonBSD-3-Clause16260 435 3280

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Language:PythonMIT13918 126 314

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

Language:PythonMIT11481 104 82

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Language:PythonMIT8869 97 181

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

Language:JavaScriptMIT8107 165 48

pytorch-cifar

95.47% on CIFAR10 with PyTorch

Language:PythonMIT5989 85 136

t81_558_deep_learning

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

Language:Jupyter NotebookNOASSERTION5721 323 125

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Language:Jupyter NotebookMIT5378 65 193

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

Language:Jupyter Notebook4746 112 109

deit

Official DeiT repository

Language:PythonApache-2.04063 47 197

pywt

PyWavelets - Wavelet Transforms in Python

Language:PythonMIT2068 62 335

Transformer-Explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

Language:Jupyter NotebookMIT1797 21 63

pytorch-image-classification

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

Language:Jupyter NotebookMIT979 18 14

pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

Language:PythonNOASSERTION976 13 54

stat453-deep-learning-ss21

STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)

Language:Jupyter NotebookMIT458 9 4

wavelet-monodepth

[CVPR 2021] Monocular depth estimation using wavelets for efficiency

Language:Jupyter NotebookNOASSERTION226 13 9

SSTN

PyTorch Implementation of SSTNs for hyperspectral image classifications from the IEEE T-GRS paper "Spectral-Spatial Transformer Network for Hyperspectral Image Classification: A FAS Framework."

Language:Python106 2 14

SKAL

SKAL for remote sensing scene image classification

Language:Python33 1 8

wsl-eccv20.github.io

Homepage for ECCV 2020 WSL tutorial

MIT28 110

MHassaanButt

Github home page customization.

MIT7 10