Beast code in Giters

Peng Zhang'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), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Language:PythonApache-2.030322 311 875

mmdetection

OpenMMLab Detection Toolbox and Benchmark

Language:PythonApache-2.028261 369 8136

python-guide

Python best practices guidebook, written for humans.

Language:BatchfileNOASSERTION27847 1390 274

deep_learning_object_detection

A paper list of object detection using deep learning.

Language:Python11242 623 27

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

7278 445 8

daily-paper-computer-vision

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

6158 429 12

LeetCode-Py

⛽️「算法通关手册」：超详细的「算法与数据结构」基础讲解教程，从零基础开始学习算法知识，850+ 道「LeetCode 题目」详细解析，200 道「大厂面试热门题目」。

Language:PythonNOASSERTION4901 34 15

SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

Language:PythonApache-2.04168 55 139

Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

Language:PythonApache-2.03599 154 20

simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

Language:PythonApache-2.03078 119 256

FaceForensics

Github of the FaceForensics dataset

Language:PythonNOASSERTION2282 73 81

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks [torchattacks].

Language:PythonMIT1765 18 135

Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

Language:PythonNOASSERTION1597 18 93

pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

Language:PythonApache-2.01358 26 37

DDNM

[ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Language:PythonMIT1056 26 70

cs131_notes

Class notes for CS 131.

Language:TeX707 41 1

Awesome-Face-Forgery-Generation-and-Detection

A curated list of articles and codes related to face forgery generation and detection.

653 350

DifFace

DifFace: Blind Face Restoration with Diffused Error Contraction (PyTorch)

Language:PythonNOASSERTION593 20 20

RepPoints

Represent Visual Objects by Point Sets

Language:PythonMIT583 2696 46

DeeperForensics-1.0

[CVPR 2020] A Large-Scale Dataset for Real-World Face Forgery Detection

Language:Python526 36 14

ddrm

[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

Language:PythonMIT523 6 26

image-restoration-sde

Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.

Language:PythonMIT511 5 88

Collaborative-Diffusion

Collaborative Diffusion (CVPR 2023)

Language:PythonNOASSERTION386 9 36

photoswap

Official implementation of the NeurIPS 2023 paper "Photoswap: Personalized Subject Swapping in Images"

Language:Jupyter NotebookMIT330 25 13

advhat

AdvHat: Real-world adversarial attack on ArcFace Face ID system

Language:Jupyter NotebookMIT328 11 15

DiffPIR

"Denoising Diffusion Models for Plug-and-Play Image Restoration", Yuanzhi Zhu, Kai Zhang, Jingyun Liang, Jiezhang Cao, Bihan Wen, Radu Timofte, Luc Van Gool.

Language:PythonMIT328 10 35

AIGCDetectBenchmark

Language:Python152 5 18

CFNet

CFNet: Cascade and Fused Cost Volume for Robust Stereo Matching（CVPR2021）

Language:PythonMIT150 6 38

DADF

Detect Any Deepfakes: Segment Anything Meets Face Forgery Detection and Localization

Language:Python46 2 9

Similar-DUC-Caffe-implement

DUC caffe implementation

Language:C++15 1 2