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detr

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OpenMMLab Detection Toolbox and Benchmark

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

Python

31754

9752

1 年前

PaddlePaddle / PaddleDetection

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

Python

13799

2996

10 天前

wang-xinyu / tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

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

C++

7527

1848

24 天前

cmhungsteve / Awesome-Transformer-Attention

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

transformer attention-mechanism vision-transformer 深度学习 Awesome Lists transformer-cv transformer-architecture transformer-awesome transformer-with-cv transformer-models visual-transformer 机器视觉 papers attention-mechanisms self-attention vit detr transformers

4929

496

1 年前

dk-liang / Awesome-Visual-Transformer

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

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

3535

402

9 个月前

roboflow / rf-detr

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO and designed for fine-tuning.

机器视觉 detr 机器学习 object-detection rf-detr instance-segmentation sota

Python

3219

375

1 天前

lucasjinreal / yolov7_d2

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

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

Python

3124

477

2 年前

Peterande / D-FINE

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

detr object-detection d-fine

Python

2725

255

3 个月前

IDEA-Research / detrex

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

detr object-detection PyTorch dino state-of-the-art dab-detr deformable-detr conditional-detr dn-detr Deta pose-estimation segmentation

Python

2223

234

24 天前

Yangzhangcst / Transformer-in-Computer-Vision

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

transformer transformer-cv transformer-awesome detr vit Awesome Lists 机器视觉深度学习 papers

1363

146

3 天前

Intellindust-AI-Lab / DEIM

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

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

Python

1176

157

9 天前

hila-chefer / Transformer-MM-Explainability

[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.

transformers transformer vqa detr visualization explainability explainable-ai interpretability clip

Jupyter Notebook

871

113

2 年前

IDEA-Research / DN-DETR

[CVPR 2022 Oral] Official implementation of DN-DETR

object-detection detr

Python

589

2 年前

IDEA-Research / DAB-DETR

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

detr dab-detr detection transformer

Jupyter Notebook

564

2 年前

dddzg / up-detr

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

coco transformers detection detr cvpr2021 cvpr self-supervised

Python

488

2 年前

zgcr / SimpleAICV_pytorch_training_examples

SimpleAICV:pytorch training and testing examples.

PyTorch resnet vit van detr fcos retinanet deeplabv3plus solov2 yolact dbnet sam segment-anything

Jupyter Notebook

434

11 天前

Atten4Vis / ConditionalDETR

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

transformer detr object-detection iccv2021

Python

386

2 年前