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rafaelpadilla/Object-Detection-Metrics

A Python library that provides the most popular metrics used to evaluate object detection algorithms.

5.1K
Experimental
Python
Computer Vision
API Frameworks
#object-detection#metrics#computer-vision

roboflow/sports

A computer vision and sports analytics library for building sports-focused AI applications.

4.9K
Stable
Python
Computer Vision
Backend Frameworks
Python
#computer-vision#sports-analytics#football

microsoft/VoTT

A TypeScript-based desktop app for building end-to-end object detection models from images and videos.

4.4K
Archived
TypeScript
Computer Vision
Component Libraries (React)
React
#object-detection#image-annotation#video-tagging

fundamentalvision/BEVFormer

An open-source, camera-only framework for autonomous driving perception tasks like 3D object detection and semantic map segmentation.

4.3K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#autonomous-driving#object-detection#semantic-segmentation

chrieke/awesome-satellite-imagery-datasets

List of satellite image training datasets with annotations for computer vision and deep learning

3.9K
Archived
#satellite-image-datasets#computer-vision#deep-learning

endernewton/tf-faster-rcnn

A powerful TensorFlow implementation of the Faster R-CNN object detection algorithm.

3.7K
Archived
Python
Computer Vision
API Frameworks
TensorFlow
#object-detection#computer-vision#tensorflow

YunYang1994/tensorflow-yolov3

A TensorFlow library for the YOLOv3 object detection model, enabling vibe coders to build cutting-edge computer vision applications.

3.6K
Archived
Python
Computer Vision
API Frameworks
TensorFlow
#object-detection#computer-vision#deep-learning

SkalskiP/make-sense

An open-source tool for labeling images and training computer vision models using a variety of popular detection models.

3.5K
Archived
TypeScript
Computer Vision
Frontend Frameworks
React
#computer-vision#image-annotation#object-detection

aim-uofa/AdelaiDet

AdelaiDet is an open-source toolbox for instance-level detection and recognition tasks, including object detection and text recognition.

3.5K
Archived
Python
Computer Vision
API Frameworks
Python
#object-detection#instance-segmentation#text-detection

open-mmlab/mmyolo

An open-source toolbox for implementing state-of-the-art object detection models like YOLOv5, YOLOv6, YOLOv7, and RTMDet.

3.4K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#object-detection#yolo#rtmdet

catalyst-team/catalyst

Catalyst is an accelerated deep learning R&D library for Python that supports a variety of AI and machine learning use cases.

3.4K
Experimental
Python
ML Ops
Computer Vision
PyTorch
#deep-learning#computer-vision#nlp

tianzhi0549/FCOS

A PyTorch implementation of the FCOS one-stage object detection model for computer vision tasks.

3.3K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#object-detection#computer-vision#deep-learning

neuralmagic/deepsparse

A sparsity-aware deep learning inference runtime for CPUs, optimized for performance and efficiency.

3.2K
Experimental
Python
Inference
API Frameworks
PyTorch
#computer-vision#nlp#object-detection

tinyvision/DAMO-YOLO

A fast and accurate object detection method with new technologies like NAS backbones and efficient RepGFPN.

3.1K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#object-detection#deep-learning#nas

sgrvinod/a-PyTorch-Tutorial-to-Object-Detection

A PyTorch tutorial for object detection using the Single Shot MultiBox Detector (SSD) algorithm.

3.1K
Archived
Python
Computer Vision
Tutorials & Courses
PyTorch
#object-detection#object-recognition#pytorch-tutorial

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

tusen-ai/simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

3.1K
Archived
Python
React
#object-detection#instance-recognition#mxnet

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

mit-han-lab/bevfusion

A multi-task multi-sensor fusion library for bird's-eye view perception in 3D computer vision applications.

3.0K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#3d-perception#sensor-fusion#object-detection

Cartucho/mAP

A Python library for evaluating the performance of neural networks for object detection.

3.0K
Archived
Python
Computer Vision
Testing
#object-detection#neural-network#evaluation
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