Object Detection Transformers Transformer Models

Tools and implementations of transformer-based object detection models (DETR variants and extensions) for localizing and classifying objects in images. Does NOT include pose estimation, human-object interaction detection, or general vision transformers for classification tasks.

There are 19 object detection transformers models tracked. The highest-rated is dddzg/up-detr at 39/100 with 489 stars.

Get all 19 projects as JSON

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#	Model	Score	Tier	Stars	Language
1	dddzg/up-detr [TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object...	39	Emerging	489	Python
2	xiuqhou/Salience-DETR [CVPR 2024] Official implementation of the paper "Salience DETR: Enhancing...	34	Emerging	225	Jupyter Notebook
3	hanouticelina/deformable-DETR Implementation of the paper : Deformable DETR: Deformable Transformers for...	33	Emerging	27	Python
4	xiuqhou/Relation-DETR [ECCV2024 Oral] Official implementation of the paper "Relation DETR:...	32	Emerging	254	Python
5	akshitac8/OW-DETR [CVPR 2022] Official Pytorch code for OW-DETR: Open-world Detection Transformer	32	Emerging	257	Python
6	BarCodeReader/SelfReformer [TMM-2023] Official implementation of "Towards Complete and Detail-Preserved...	31	Emerging	73	Python
7	cankocagil/SwinDetr Integration of Swin Transformer to DETR for Robust Object Detection (DEMO)	29	Experimental	30	Jupyter Notebook
8	Roboflow-Universe/finetune-RF-DETR Modular CLI pipeline for fine‑tuning RF‑DETR object detection models on...	27	Experimental	32	Python
9	Vitgracer/DinoV3-Object-Tracking Object tracking using the DINOv3 model.	27	Experimental	5	Python
10	liuyang-ict/SAP-DETR [CVPR 2023] Official implementation of "SAP-DETR: Bridging the Gap between...	25	Experimental	30	Python
11	dimiz51/DETR-Factory-PyTorch This project is an implementation of the Detection Transformer (DETR) and...	21	Experimental	8	Python
12	gokul-pv/PanopticSegmentation Panoptic segmentation on custom construction objects using DETR	18	Experimental	7	Jupyter Notebook
13	MasterSkepticista/detr JAX implementation of DETR	15	Experimental	8	Python
14	VijayPrakashReddy-k/DETR Detection Transformer	15	Experimental	—	Python
15	jparedesDS/valorant-object-detection YOLOv10 - Players Identification of Valorant	14	Experimental	3	—
16	marksgraham/transformer-ood Official PyTorch code for "Transformer-based out-of-distribution detection...	13	Experimental	7	Python
17	PaperCodeReview/DETR-TF TF 2.x implementation of DETR (End-to-End Object Detection with...	12	Experimental	3	Python
18	Milisav415/PET_crowd_counting Point-Query Quadtree for Crowd Counting	11	Experimental	2	Python
19	Sharkyy-eng/rtdetr-object-detector Real-time object detection with RT-DETR (PekingU/rtdetr_r50vd) using Python,...	11	Experimental	—	Python