YonghaoHe

AI-TOD

Official code for "Tiny Object Detection in Aerial Images".

contrastive-unpaired-translation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

awesome-synthetic-data

📖 A curated list of resources dedicated to synthetic data

mmdet-rfla

ECCV22: RFLA

EditAnything

Edit anything in images powered by segment-anything, ControlNet, StableDiffusion, etc. (ACM MM)

Inpaint-Anything

Inpaint anything using Segment Anything and inpainting models.

harmonicConvolutions

Deep Translation and Rotation Equivariance

antialiased-cnns

pip install antialiased-cnns to improve stability and accuracy

data-centric-AI

A curated, but incomplete, list of data-centric AI resources.

Awesome_Prompting_Papers_in_Computer_Vision

A curated list of prompt-based paper in computer vision and vision-language learning.

Awesome-Parameter-Efficient-Transfer-Learning

A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.

Grounded-Segment-Anything

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

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Segment-Any-Anomaly

Official implementation of "Segment Any Anomaly without Training via Hybrid Prompt Regularization (SAA+)".

Track2

tuning_playbook

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

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

yolov5-face

YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)

YOLOv6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

Safety-Helmet-Wearing-Dataset

Safety helmet wearing detect dataset, with pretrained model

Real_Time_Helmet_Detection

Helmet Detector based on the CenterNet.

helmet-detection

Helmet Detection on Construction Sites

awesome-3d-detector-2021

3d-detector papers within year 2021, including CVPR, AAAI, arXiv, etc.

fvcore

Collection of common code that's shared among different research projects in FAIR computer vision team.

mmdeploy

OpenMMLab Model Deployment Framework

SegLossOdyssey

A collection of loss functions for medical image segmentation

vit-pytorch

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

detr3d