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open-mmlab/mmdetection

Object detection toolbox for PyTorch with support for multiple tasks and state-of-the-art models.

32.4K
Archived
Python
Computer Vision
PyTorch
#object-detection#instance-segmentation#computer-vision

facebookresearch/detr

End-to-end object detection library using Transformers, a powerful computer vision technique.

15.1K
Archived
Python
Computer Vision
PyTorch
#computer-vision#object-detection#transformers

PaddlePaddle/PaddleDetection

PaddleDetection is an open-source object detection toolkit based on the PaddlePaddle deep learning framework, supporting various computer vision tasks.

14.1K
Stable
Python
Computer Vision
Python
#object-detection#instance-segmentation#multi-object-tracking

roboflow/notebooks

A collection of tutorials and notebooks on state-of-the-art computer vision models and techniques for developers.

9.2K
Active
Jupyter Notebook
Computer Vision
Tutorials & Courses
PyTorch
#computer-vision#deep-learning#machine-learning

wang-xinyu/tensorrtx

TensorRT implementation of popular deep learning networks for efficient inference on GPUs

7.7K
Active
C++
Computer Vision
API Frameworks
#computer-vision#tensorrt#deep-learning

roboflow/rf-detr

RF-DETR is a SOTA real-time object detection and segmentation model architecture designed for fine-tuning.

5.8K
Active
Python
Computer Vision
Backend Frameworks
Python
#computer-vision#object-detection#instance-segmentation

lyuwenyu/RT-DETR

Real-time object detection transformer that outperforms YOLOs, built with Paddle PyTorch.

4.9K
Stable
Python
Computer Vision
Backend Frameworks
PyTorch
#rtdetr#real-time-object-detection#transformer

fundamentalvision/Deformable-DETR

Deformable DETR is a state-of-the-art object detection model that uses deformable transformers for end-to-end detection.

3.9K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#computer-vision#object-detection#transformers

dk-liang/Awesome-Visual-Transformer

A curated collection of papers and resources about transformer models for computer vision applications.

3.6K
Archived
Computer Vision
#transformer#computer-vision#visual-transformer

lucasjinreal/yolov7_d2

A powerful object detection and instance segmentation library built on top of YOLOv7 and transformers, with TensorRT acceleration.

3.1K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#object-detection#instance-segmentation#transformers

Peterande/D-FINE

A library that redefines the regression task of DETRs as a fine-grained distribution refinement problem, with potential applications in object detection.

3.0K
Active
Python
Computer Vision
Fine-tuning
PyTorch
#detr#object-detection#fine-grained-distribution

iscyy/ultralyticsPro

A Python library focused on improving YOLO models for object detection and computer vision tasks.

2.9K
Stable
Python
Computer Vision
API Frameworks
PyTorch
#yolo#computer-vision#object-detection

IDEA-Research/DINO

Official implementation of the DETR object detection paper with improved DeNoising Anchor Boxes

2.8K
Archived
Python
Computer Vision
Deep Learning
PyTorch
#object-detection#computer-vision#deep-learning

Intellindust-AI-Lab/DEIM

DEIM: A real-time object detection system using DETR with improved matching for fast convergence.

1.4K
Stable
Python
React
#real-time#object-detection#DETR

Yangzhangcst/Transformer-in-Computer-Vision

A curated list of recent Transformer-based computer vision papers and implementations.

1.4K
Stable
Computer Vision
#computer-vision#deep-learning#transformer

FeiYull/TensorRT-Alpha

A C++ library for accelerating YOLO-based computer vision models using NVIDIA's TensorRT framework.

1.4K
Archived
C++
Computer Vision
API Frameworks
CUDA
#computer-vision#yolo#tensorrt

lightly-ai/lightly-train

All-in-one training for vision models with pretraining, fine-tuning, and distillation capabilities.

1.3K
Active
Python
Computer Vision
Fine-tuning
PyTorch
#computer-vision#deep-learning#pretrained-models

Sense-X/Co-DETR

Collaborative hybrid assignments training for DETRs, a novel object detection model.

1.3K
Archived
Python
Computer Vision
PyTorch
#object-detection#computer-vision#iccv

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