HKMian

DL-Demos

Demos for deep learning

Generative-AI

[TPAMI 2023] Multimodal Image Synthesis and Editing: The Generative AI Era

AltFreezing

[CVPR 2023 Highlight] Official implementation of the paper: "AltFreezing for More General Video Face Forgery Detection"

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, ... 🧠

roop

one-click face swap

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

Awesome-Deepfakes-Detection

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

RECCE

[CVPR2022] End-to-End Reconstruction-Classification Learning for Face Forgery Detection

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

HRN

Implementation for Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Pytorch_AdaIN

Pytorch implementation from scratch of [Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization [Huang+, ICCV2017]]

3DDFA

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

awesome-tips

FFIW

Face Forensics in the Wild

multiple-attention

The code of multi-attention deepfake detection

Deepfake-Detection

The Pytorch implemention of Deepfake Detection based on Faceforensics++