SpikeKing

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https://spike.blog.csdn.net

C. L. Wang's starred repositories

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Language:Jupyter NotebookMIT24322 318 391

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

Language:PythonApache-2.023591 299 661

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

Language:PythonGPL-3.022168 158 408

dalle-mini

DALL·E Mini - Generate images from a text prompt

Language:PythonApache-2.014719 113 154

Swin-Transformer

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

Language:PythonMIT13501 127 309

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

Language:PythonNOASSERTION11622 146 713

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Language:PythonMIT10076 44 403

open_clip

An open source implementation of CLIP.

Language:PythonNOASSERTION9598 77 459

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

Language:PythonNOASSERTION7106 58 187

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Language:PythonMIT5925 63 502

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

Language:PythonMIT3992 37 149

DeblurGAN

Image Deblurring using Generative Adversarial Networks

Language:PythonNOASSERTION2487 60 223

pycls

Codebase for Image Classification Research, written in PyTorch.

Language:PythonMIT2130 62 81

mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

Language:PythonApache-2.02029 30 582

BASNet

Code for CVPR 2019 paper. BASNet: Boundary-Aware Salient Object Detection

Language:PythonMIT1367 35 64

pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

Language:PythonMIT1340 27 29

SimMIM

This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".

Language:PythonMIT910 22 41

transfiner

Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022

Language:PythonApache-2.0525 11 55

DCNv2_latest

DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)

Language:C++BSD-3-Clause501 8 60

libai

LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training

Language:PythonApache-2.0384 42 79

pyFFTW

A pythonic python wrapper around FFTW

Language:PythonNOASSERTION371 17 236

LiGAN

Deep generative models of 3D grids for structure-based drug discovery

Language:PythonGPL-2.0218 6 57

GreenMIM

[NeurIPS2022] Official implementation of the paper 'Green Hierarchical Vision Transformer for Masked Image Modeling'.

Language:PythonNOASSERTION168 3 12

pyem

Python programs for electron microscopy

Language:PythonGPL-3.0110 14 98

Cell-DETR

Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].

Language:PythonMIT99 2 18

Articles

References to the Medium articles

Language:Jupyter Notebook85 2 1

pycytominer

Python package for processing image-based profiling data

Language:PythonBSD-3-Clause74 6 205

spatial-VAE

Source code for "Explicitly disentangling image content from translation and rotation with spatial-VAE" - NeurIPS 2019

Language:PythonMIT63 7 2

rxrx1-utils

Starter code for the CellSignal NeurIPS 2019 competition.

Language:Jupyter NotebookApache-2.045 5 4

TrainingDynamics

Compute training dynamics, plot data cartography, analysing data quality...

Language:Jupyter Notebook38 3 2