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annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-diffusion-models

A collection of resources and papers on Diffusion Models

ba-test-dataset

The official repository of "What Should be Balanced in a "Balanced'' Dataset?" at BMVC2023

bupyeonghealer

celebamso

Consistency and Accuracy analysis on CelebA

controlnet

Let us control diffusion models!

datascience

Curated list of Python resources for data science.

e4e

Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766

face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

face-parsing.pytorch

Using modified BiSeNet for face parsing in PyTorch

face_attribute_label_tool

face_matching

Face Matching Repository

facebrightness

fastai

The fastai deep learning library

gem5simplearmimplementation

haiyuwu

img2pose

The official PyTorch implementation of img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation - CVPR 2021

insightface

State-of-the-art 2D and 3D Face Analysis Project

iqa-pytorch

👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, NIMA, DBCNN, WaDIQaM, BRISQUE, PI and more...

leetcode

😏 LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解

logicalconsistency

The official PyTorch implementation of Logical Consistency and Greater Descriptive Power for Facial Hair Attribute Learning - CVPR 2023

logicalconsistency.github.io

lwm

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

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

rcg

PyTorch implementation of RCG https://arxiv.org/abs/2312.03701

recognize_anything-tag2text

Code for the Recognize Anything Model and Tag2Text Model

reform-eval

An benchmark for evaluating the capabilities of large vision-language models (LVLMs)

sota-face-recognition-train-and-test

useful_tools