Blosslzy

DeepfakeBench

A comprehensive benchmark of deepfake detection

Multi-domain-learning-FAS

The multi-domain FAS work with SiW-Mv2 dataset (ECCV 2022 oral)

MultiModal-DeepFake

[TPAMI 2024 & CVPR 2023] PyTorch code for DGM4: Detecting and Grounding Multi-Modal Media Manipulation and beyond

awesome-test-time-adaptation

Collection of awesome test-time (domain/batch/instance) adaptation methods

ViTTA

Video Test-Time Adaptation for Action Recognition (CVPR 2023)

TransFG

This is the official PyTorch implementation of the paper "TransFG: A Transformer Architecture for Fine-grained Recognition" (Ju He, Jie-Neng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang, Alan Yuille).

F3Net

Pytorch implementation of F3Net (ECCV 2020 F3Net: Frequency in Face Forgery Network)

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

SelfBlendedImages

[CVPR 2022 Oral] Detecting Deepfakes with Self-Blended Images https://arxiv.org/abs/2204.08376

Awesome-Face-Forgery-Generation-and-Detection

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

face-x-ray

This repo contains code for [Face X-ray for More General Face Forgery Detection](https://arxiv.org/abs/1912.13458).

anomaly_transformer_pytorch

PyTorch implementation of Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy

anomaly_transformer_pytorch

PyTorch implementation of Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy

deep-learning-for-image-processing

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

mae

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

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

deit

Official DeiT repository

DeepFAS

🔥Deep Learning for Face Anti-Spoofing

PhysFormer

PhysFormer CVPR2022

PyTorch-Pretrained-ViT

Vision Transformer (ViT) in PyTorch

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

Awesome-People-in-Computer-Vision

wild-deepfake

deepfake dataset collected on the web for deepfake detection

multiple-attention

The code of multi-attention deepfake detection

Awesome-Deepfakes-Detection

A list of tools, papers and code related to Deepfake Detection.

DeeperForensics-1.0

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

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet