object-detection

There are 303 repositories under object-detection topic.

yolov5
ultralytics / yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
yolov3 yolov5 object-detection pytorch onnx coreml ios tflite yolo deep-learning machine-learning ml ultralytics
Language:Python 55356
ultralytics
ultralytics / ultralytics
Ultralytics YOLO 🚀
hub ultralytics yolov8 yolo deep-learning image-classification machine-learning object-detection pytorch tracking instance-segmentation yolov10 yolo-world yolo11 cli computer-vision python pose-estimation rotated-object-detection segment-anything
Language:Python 45570
supervision
roboflow / supervision
We write your reusable computer vision tools. 💜
computer-vision image-processing python yolo instance-segmentation object-detection tracking video-processing coco pascal-voc deep-learning metrics machine-learning pytorch tensorflow classification oriented-bounding-box low-code hacktoberfest
Language:Python 34804
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 31674
frigate
blakeblackshear / frigate
NVR with realtime local object detection for IP cameras
rtsp realtime tensorflow google-coral mqtt nvr camera home-assistant object-detection ai homeautomation home-automation
Language:TypeScript 25936
WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
pytorch tensorflow2 classification object-detection bilibili deep-learning segmentation
Language:Python 25406
matterport / Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
mask-rcnn tensorflow object-detection instance-segmentation keras
Language:Python 25336
AlexeyAB / darknet
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
dnn deep-learning deep-neural-networks deep-learning-tutorial object-detection computer-vision neural-network yolo yolov3 yolov4 scaled-yolov4 scaledyolov4
Language:C 22131
amusi / CVPR2025-Papers-with-Code
CVPR 2025 论文和开源项目合集
cvpr cvpr2020 computer-vision deep-learning machine-learning object-detection image-segmentation paper image-processing visual-tracking python cvpr2021 semantic-segmentation cvpr2022 transformer transformers cvpr2023 cvpr2024 cvpr2025
20889
microsoft / Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
swin-transformer image-classification object-detection semantic-segmentation imagenet mscoco ade20k mask-rcnn
Language:Python 15188
albumentations
albumentations-team / albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
image-augmentation machine-learning augmentation deep-learning detection fast-augmentations segmentation image-segmentation image-processing image-classification python object-detection
Language:Python 15146
cvat
cvat-ai / cvat
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
video-annotation computer-vision computer-vision-annotation deep-learning image-annotation annotation-tool annotation labeling labeling-tool image-labeling image-labelling-tool boundingbox image-classification annotations imagenet tensorflow semantic-segmentation dataset object-detection pytorch
Language:Python 14392
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 13751
extreme-assistant / CVPR2024-Paper-Code-Interpretation
cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
computer-vision cvpr2020 cvpr2019 deep-learning machine-learning object-detection image-segmentation image-classification papers cvpr2021 cvpr2022
12501
jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
deep-learning pytorch grad-cam visualizations interpretability interpretable-ai interpretable-deep-learning score-cam class-activation-maps vision-transformers explainable-ai xai image-classification machine-learning object-detection computer-vision explainable-ml
Language:Python 12163
hoya012 / deep_learning_object_detection
A paper list of object detection using deep learning.
deep-learning deep-neural-networks deeplearning objectdetection object-detection
Language:Python 11414
yolov3
ultralytics / yolov3
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
yolov3 object-detection yolo yolov5 deep-learning machine-learning ultralytics
Language:Python 10454
YOLOX
Megvii-BaseDetection / YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
yolox yolov3 onnx tensorrt ncnn openvino pytorch megengine object-detection yolo deep-learning
Language:Python 10058
fiftyone
voxel51 / fiftyone
Refine high-quality datasets and visual AI models
machine-learning artificial-intelligence deep-learning computer-vision developer-tools data-science python active-learning data-centric-ai data-cleaning data-curation data-quality image-classification object-detection unstructured-data vector-search visualization
Language:Python 9868
computervision-recipes
microsoft / computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
machine-learning computer-vision deep-learning python jupyter-notebook operationalization kubernetes azure microsoft data-science tutorial artificial-intelligence image-classification image-processing similarity object-detection convolutional-neural-networks
Language:Jupyter Notebook 9757
techniques
satellite-image-deep-learning / techniques
Techniques for deep learning with satellite & aerial imagery
deep-learning deep-neural-networks satellite-imagery pytorch python machine-learning sentinel satellite-images dataset remote-sensing datasets convolutional-neural-networks image-classification satellite-data earth-observation object-detection
9698
autogluon
autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
autogluon automated-machine-learning automl computer-vision data-science deep-learning ensemble-learning forecasting gluon hyperparameter-optimization machine-learning natural-language-processing object-detection python pytorch scikit-learn structured-data tabular-data time-series transfer-learning
Language:Python 9386
IDEA-Research / GroundingDINO
[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
object-detection open-world open-world-detection vision-language vision-language-transformer
Language:Python 8879
OlafenwaMoses / ImageAI
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
artificial-intelligence machine-learning prediction image-prediction python python3 offline-capable imageai artificial-neural-networks algorithm image-recognition object-detection squeezenet densenet video inceptionv3 detection gpu ai-practice-recommendations
Language:Python 8826
jetson-inference
dusty-nv / jetson-inference
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
deep-learning inference computer-vision embedded image-recognition object-detection segmentation jetson jetson-tx1 jetson-tx2 jetson-xavier nvidia tensorrt digits caffe video-analytics robotics machine-learning jetson-nano jetson-xavier-nx
Language:C++ 8514
roboflow / notebooks
A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like YOLO11, RT-DETR, SAM 2, Florence-2, PaliGemma 2, and Qwen2.5VL.
computer-vision deep-learning deep-neural-networks image-classification image-segmentation object-detection yolov5 pytorch tutorial yolov8 google-colab machine-learning zero-shot-classification zero-shot-detection open-vocabulary-detection automatic-labeling-system open-vocabulary-segmentation paligemma qwen vlm
Language:Jupyter Notebook 8392
microsoft / ailab
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
ai algorithms azure-functions bing-search bot computer-vision csharp custom-vision dnn html5 image-classification iot javascript language-learning luis object-detection ocr translation
Language:C# 7832
amusi / awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
object-detection detection computer-vision deep-learning object-localisation
7486
TensorLayer
tensorlayer / TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
tensorlayer deep-learning tensorflow neural-network reinforcement-learning artificial-intelligence gan a3c tensorflow-tutorials dqn object-detection chatbot python tensorflow-tutorial imagenet google
Language:Python 7374
amusi / daily-paper-computer-vision
记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文
paper deep-learning computer-vision machine-learning face-detection object-detection
6503
google / automl
Google Brain AutoML
automl efficientdet object-detection efficientnet efficientnetv2
Language:Jupyter Notebook 6395
thtrieu / darkflow
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
convolutional-networks convolutional-neural-networks darknet deep-learning deep-neural-networks graph image-processing machine-learning mobile-development object-detection real-time tensorflow
Language:Python 6154
RangiLyu / nanodet
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
deep-neural-networks deep-learning object-detection anchor-free ncnn shufflenet pytorch mnn repvgg openvino efficientnet android model-zoo nanodet-plus nanodet
Language:Python 6044
open-mmlab / mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
pytorch 3d-object-detection object-detection point-cloud
Language:Python 5988
gluon-cv
dmlc / gluon-cv
Gluon CV Toolkit
deep-learning computer-vision neural-network gluon mxnet machine-learning image-classification object-detection semantic-segmentation gan person-reid action-recognition pose-estimation
Language:Python 5901
meituan / YOLOv6
YOLOv6: a single-stage object detection framework dedicated to industrial applications.
object-detection pytorch yolo
Language:Jupyter Notebook 5841

object-detection

ultralytics / yolov5

ultralytics / ultralytics

roboflow / supervision

open-mmlab / mmdetection

blakeblackshear / frigate

WZMIAOMIAO / deep-learning-for-image-processing

matterport / Mask_RCNN

AlexeyAB / darknet

amusi / CVPR2025-Papers-with-Code

microsoft / Swin-Transformer

albumentations-team / albumentations

cvat-ai / cvat

PaddlePaddle / PaddleDetection

extreme-assistant / CVPR2024-Paper-Code-Interpretation

jacobgil / pytorch-grad-cam

hoya012 / deep_learning_object_detection

ultralytics / yolov3

Megvii-BaseDetection / YOLOX

voxel51 / fiftyone

microsoft / computervision-recipes

satellite-image-deep-learning / techniques

autogluon / autogluon

IDEA-Research / GroundingDINO

OlafenwaMoses / ImageAI

dusty-nv / jetson-inference

roboflow / notebooks

microsoft / ailab

amusi / awesome-object-detection

tensorlayer / TensorLayer

amusi / daily-paper-computer-vision

google / automl

thtrieu / darkflow

RangiLyu / nanodet

open-mmlab / mmdetection3d

dmlc / gluon-cv

meituan / YOLOv6