iamZe

similarities

Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包，支持亿级数据文搜文、文搜图、图搜图，python3开发，开箱即用。

LayoutDiffusion

layout-dm

LayoutDM: Discrete Diffusion Model for Controllable Layout Generation [Inoue+, CVPR2023]

DeepfakeBench

A comprehensive benchmark of deepfake detection

GroundingDINO

Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

Grounded-Segment-Anything

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

Matting-Anything

Matting Anything Model (MAM), an efficient and versatile framework for estimating the alpha matte of any instance in an image with flexible and interactive visual or linguistic user prompt guidance.

lama

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

HR-VITON

Official PyTorch implementation for the paper High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions (ECCV 2022).

TextLogoLayout

[CVPR 2022] Aesthetic Text Logo Synthesis via Content-aware Layout Inferring

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Hawkeye

Open source deep learning based fine-grained image recognition toolbox built on PyTorch🔥

Contrastive-Clustering

Code for the paper "Contrastive Clustering" (AAAI 2021)

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

VideoMAE

[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

poolformer

PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)

OGM-GE_CVPR2022

The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

QueryDet-PyTorch

[CVPR 2022 Oral] QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

BorderDet

BorderDet: Border Feature for Dense Object Detection(ECCV2020 Oral)

mmdetection

OpenMMLab Detection Toolbox and Benchmark

BatchFormer

CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522

Cross-Encoder

Cross-Encoder for Unsupervised Gaze Representation Learning

pyECO

python implementation of efficient convolution operators for tracking

nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

awesome_lightweight_networks

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

Face-Track-Detect-Extract

💎 Detect , track and extract the optimal face in multi-target faces (exclude side face and select the optimal face).

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习