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open-mmlab /mmdetection

Star30.5k

OpenMMLab Detection Toolbox and Benchmark

pytorch fast-rcnn transformer yolo ssd faster-rcnn object-detection glip instance-segmentation mask-rcnn retinanet semisupervised-learning panoptic-segmentation cascade-rcnn detr vision-transformer swin-transformer convnext rtmdet grounding-dino

UpdatedAug 21, 2024
Python

PaddlePaddle /PaddleDetection

Star13.2k

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

faster-rcnn face-detection object-detection human-pose-estimation human-activity-recognition multi-object-tracking instance-segmentation mask-rcnn yolov3 deepsort fcos blazeface yolov5 detr pp-yolo fairmot yolox picodet yolov7 rt-detr

UpdatedMar 12, 2025
Python

wang-xinyu /tensorrtx

Star7.2k

Implementation of popular deep learning networks with TensorRT network definition API

resnet squeezenet tensorrt crnn arcface mobilenetv2 yolov3 mnasnet retinaface mobilenetv3 yolov3-spp yolov4 yolov5 detr swin-transformer yolov7 yolov8 yolov9 yolo11

UpdatedDec 6, 2024
C++

cmhungsteve /Awesome-Transformer-Attention

Star4.8k

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

computer-vision deep-learning transformers transformer awesome-list vit papers attention-mechanism attention-mechanisms self-attention transformer-architecture transformer-models detr vision-transformer transformer-cv transformer-with-cv transformer-awesome visual-transformer

UpdatedJul 30, 2024

dk-liang /Awesome-Visual-Transformer

Star3.5k

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

transformer detr transformer-cv transformer-with-cv transformer-awesome visual-transformer

UpdatedJan 7, 2025

lucasjinreal /yolov7_d2

Star3.1k

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

detection transformers face yolo object-detection tensorrt instance-segmentation onnx detr yolox yolov6 detextron2 yolov7

UpdatedNov 18, 2023
Python

IDEA-Research /detrex

Star2.1k

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

pytorch segmentation object-detection pose-estimation dino state-of-the-art deta detr deformable-detr dab-detr mask-dino dn-detr conditional-detr h-detr group-detr anchor-detr

UpdatedAug 15, 2024
Python

Peterande /D-FINE

Star1.7k

D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement [ICLR 2025 Spotlight]

object-detection detr d-fine

UpdatedMar 14, 2025
Python

Yangzhangcst /Transformer-in-Computer-Vision

Star1.2k

A paper list of some recent Transformer-based CV works.

awesome computer-vision deep-learning transformer vit papers detr transformer-cv transformer-awesome

UpdatedMar 14, 2025

hila-chefer /Transformer-MM-Explainability

Star836

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.

visualization transformers transformer vqa clip interpretability explainable-ai explainability detr lxmert visualbert

UpdatedAug 24, 2023
Jupyter Notebook

IDEA-Research /DN-DETR

Star559

[CVPR 2022 Oral] Official implementation of DN-DETR

object-detection detr

UpdatedDec 20, 2023
Python

IDEA-Research /DAB-DETR

Star536

[ICLR 2022] Official implementation of the paper "DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR"

detection transformer detr dab-detr

UpdatedJun 2, 2023
Jupyter Notebook

dddzg /up-detr

Star481

[TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers

detection transformers coco cvpr self-supervised tpami detr cvpr2021

UpdatedJul 19, 2023
Python

zgcr /SimpleAICV_pytorch_training_examples

Star430

SimpleAICV:pytorch training and testing examples.

sam pytorch resnet vit van mae kd retinanet deeplabv3plus dbnet yolact fcos detr solov2 segment-anything convformer dinodetr lightsam

UpdatedMar 13, 2025
Jupyter Notebook

ShihuaHuang95 /DEIM

Star415

[CVPR 2025] DEIM: DETR with Improved Matching for Fast Convergence

mal object-detection detr real-time-detector dense-o2o

UpdatedMar 12, 2025
Python

Atten4Vis /ConditionalDETR

Star372

This repository is an official implementation of the ICCV 2021 paper "Conditional DETR for Fast Training Convergence". (https://arxiv.org/abs/2108.06152)

transformer object-detection detr iccv2021

UpdatedMay 22, 2023
Python

ZhangGongjie /SAM-DETR

Star293

[CVPR'2022] SAM-DETR & SAM-DETR++: Official PyTorch Implementation

machine-learning computer-vision deep-learning detection pytorch transformer vision object-detection cvpr detr vision-transformer cvpr2022

UpdatedAug 24, 2022
Python

jshilong /DDQ

Star250

Dense Distinct Query for End-to-End Object Detection (CVPR2023)

object-detection detr

UpdatedMay 24, 2023
Python

MCG-NJU /AdaMixer

Star234

[CVPR 2022 Oral] AdaMixer: A Fast-Converging Query-Based Object Detector

transformer object-detection cvpr detr mlp-mixer cvpr2022

UpdatedAug 17, 2022
Jupyter Notebook

wimlds-trojmiasto /detect-waste

Star200

AI to Combat Environmental Pollution - detecting plastic waste in the environment to combat environmental pollution and promote circular economy (Deep Learning, PyTorch)

python deep-learning cnn trash pytorch neural-networks object-detection fastrcnn maskrcnn litter efficientdet detr waste-detection

UpdatedOct 3, 2023
Python

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