detr

There are 6 repositories under detr topic.

open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
object-detection instance-segmentation fast-rcnn faster-rcnn mask-rcnn cascade-rcnn ssd retinanet pytorch panoptic-segmentation rtmdet semisupervised-learning swin-transformer transformer vision-transformer yolo convnext detr glip grounding-dino
Language:Python 27947
PaddlePaddle / PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
object-detection instance-segmentation faster-rcnn mask-rcnn yolov3 blazeface face-detection fcos pp-yolo fairmot multi-object-tracking deepsort picodet human-activity-recognition human-pose-estimation yolov5 yolox yolov7 detr rt-detr
Language:Python 12128
wang-xinyu / tensorrtx
Implementation of popular deep learning networks with TensorRT network definition API
tensorrt mnasnet resnet squeezenet yolov3 inceptionv3 mobilenetv2 mobilenetv3 yolov3-spp retinaface yolov4 arcface yolov5 crnn swin-transformer detr yolov7 yolov8 yolov9
Language:C++ 6608
cmhungsteve / Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
attention-mechanism attention-mechanisms awesome-list computer-vision deep-learning detr papers self-attention transformer transformer-architecture transformer-awesome transformer-cv transformer-models transformer-with-cv transformers vision-transformer visual-transformer vit
4272
dk-liang / Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
detr transformer transformer-awesome transformer-cv transformer-with-cv visual-transformer
3260
lucasjinreal / yolov7_d2
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
detection detextron2 detr face instance-segmentation object-detection onnx tensorrt transformers yolo yolov6 yolov7 yolox
Language:Python 3130
IDEA-Research / detrex
detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.
anchor-detr conditional-detr dab-detr deformable-detr deta detr dino dn-detr group-detr h-detr mask-dino object-detection pose-estimation pytorch segmentation state-of-the-art
Language:Python 1831
Yangzhangcst / Transformer-in-Computer-Vision
A paper list of some recent Transformer-based CV works.
transformer transformer-cv transformer-awesome detr vit awesome computer-vision deep-learning papers
942
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 lxmert visualbert clip
Language:Jupyter Notebook 713
IDEA-Research / DN-DETR
[CVPR 2022 Oral] Official implementation of DN-DETR
object-detection detr
Language:Python 511
IDEA-Research / DAB-DETR
[ICLR 2022] Official implementation of the paper "DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR"
dab-detr detection detr transformer
Language:Jupyter Notebook 485
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 tpami
Language:Python 473
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)
detr iccv2021 object-detection transformer
Language:Python 345
ZhangGongjie / SAM-DETR
[CVPR'2022] SAM-DETR & SAM-DETR++: Official PyTorch Implementation
pytorch object-detection detr computer-vision transformer detection vision-transformer deep-learning vision machine-learning cvpr cvpr2022
Language:Python 288
jshilong / DDQ
Dense Distinct Query for End-to-End Object Detection (CVPR2023)
detr object-detection
Language:Python 236
MCG-NJU / AdaMixer
[CVPR 2022 Oral] AdaMixer: A Fast-Converging Query-Based Object Detector
object-detection detr cvpr cvpr2022 transformer mlp-mixer
Language:Jupyter Notebook 236
HugsVision
qanastek / HugsVision
HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
huggingface transformers computer-vision pretrained-models image-classification semantic-segmentation object-detection image-generation pythorch pytorch-transformers yolo vit deit detr pytorch deep-learning machine-learning state-of-the-art bert torchvision
Language:Jupyter Notebook 188
dash-detr
plotly / dash-detr
A User Interface for DETR built with Dash. 100% Python.
detr plotly-dash
Language:Python 180
davidnvq / grit
GRIT: Faster and Better Image-captioning Transformer (ECCV 2022)
coco-captions detr eccv2022 image-cap image-captioning nocaps object-detection region-based-method swin-transformer transformer-models
Language:Python 172
wimlds-trojmiasto / detect-waste
AI to Combat Environmental Pollution - detecting plastic waste in the environment to combat environmental pollution and promote circular economy (Deep Learning, PyTorch)
pytorch deep-learning object-detection python cnn neural-networks efficientdet detr maskrcnn fastrcnn litter waste-detection trash
Language:Python 163
him4318 / Transformer-ocr
Handwritten text recognition using transformers.
handwritten-text-recognition transformer google-colab ocr-recognition deep-learning bentham pytorch detr iam python ocr nlp htr
Language:Jupyter Notebook 138
woctezuma / finetune-detr
Fine-tune Facebook's DETR (DEtection TRansformer) on Colaboratory.
facebook detr finetune finetuning finetunes instance-segmentation instance instances segementation segment balloon balloons colab-notebook colab colaboratory google-colab google-colaboratory google-colab-notebook
Language:Jupyter Notebook 129
SkalskiP / transformers
Everything you need to know about Transformers! 🤖
attention-mechanism clip detr gpt transformers visual-transformer
127
V2AI / EFG
An Efficient, Flexible, and General deep learning framework that retains minimal.
3d-object-detection detr object-detection pytorch waymo-open-dataset 3d-scene-understanding nuscenes
Language:Python 103
HXMap / MapQR
This is the official implementation of MapQR, an end-to-end method with an emphasis on enhancing query capabilities for constructing online vectorized maps.
autonomous-driving bev deep-learning detr hd-map-construction online-hdmap-construction self-driving-car vectorized-hdmap
Language:Python 102
l-sf / Linfer
基于TensorRT的C++高性能推理库，YOLOPv2，Yolov5/7/X/8，RT-DETR，单目标跟踪OSTrack、LightTrack。
bytetrack detr object-detection object-tracking tensorrt yolo lighttrack ostrack yolop yolopv2
Language:C++ 85
wjun0830 / CGDETR
Official pytorch repository for CG-DETR "Correlation-guided Query-Dependency Calibration in Video Representation Learning for Temporal Grounding"
computer-vision detection-transformer detr highlight-detection moment-retrieval multi-modal-learning pytorch temporal-grounding text-video-retrieval video-grounding video-summarization video-understanding
Language:Python 82
linxid / Focus-DETR-mindspore
[ICCV 2023] Official implementation of the paper "Less is More: Focus Attention for Efficient DETR"
detr object-detection transformer
Language:Python 73
kuixu / Linear-Multihead-Attention
Reproducing the Linear Multihead Attention introduced in Linformer paper (Linformer: Self-Attention with Linear Complexity)
linformer linear-multihead-attention detr transformer attention-mechanism
Language:Python 69
Leonardo-Blanger / detr_tensorflow
A Tensorflow implementation of the DETR object detection architecture.
detr object-detection tensorflow
Language:Python 61
AIprogrammer / Visual-Transformer-Paper-Summary
Summary of Transformer applications for computer vision tasks.
transformer computer-vision papers awesome attention detr segmentation vit attention-visualization survey transformer-networks visual-transformer
56
EmGarr / kerod
DETR - Faster RCNN implementation in tensorflow 2
detection tensorflow2 object-detection computer-vision instance-segmentation faster-rcnn feature-pyramid-network detr transformer coco tensorflow detections
Language:Python 54
ziplab / FASeg
[CVPR 2023] This is the official PyTorch implementation for "Dynamic Focus-aware Positional Queries for Semantic Segmentation".
detr positional-encoding semantic-segmentation
Language:Python 54
huzhengdongcs / DAC-DETR
[NIPS2023] This is an official implementation of paper "DAC-DETR: Divide the Attention Layers and Conquer".
detection detr transformer dac-detr
Language:Python 52
xiuqhou / Salience-DETR
[CVPR 2024] Official implementation of the paper "Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement"
detr salience-detr attention detection object-detection transformer transformers
Language:Python 48
satojkovic / DeepLogo2
A brand logo detection system by DETR
deep-learning detr fine-tuning logo-detection object-detection pytorch transfer-learning transformer
Language:Python 44