#Object-detection

Showing 60 of 491 repositories tagged #object-detection, ranked by stars

ultralytics
ultralytics
ultralytics

Ultralytics YOLO26, YOLO11, YOLOv8 โ€” object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

Score
99
โ˜… 59.3k โ‘‚ 11.3k +15/day
Python
ultralytics
ultralytics
yolov5

Ultralytics YOLOv5 in PyTorch > ONNX > CoreML > TFLite

Score
100
โ˜… 57.7k โ‘‚ 17.5k +9/day
Python
roboflow
roboflow
supervision

We write your reusable computer vision tools. ๐Ÿ’œ

Score
97
โ˜… 47.7k โ‘‚ 4.4k +141/day
Python
mudler
mudler
LocalAI

LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

Score
0
โ˜… 47.4k โ‘‚ 4.2k +7/day
Go
open-mmlab
open-mmlab
mmdetection

OpenMMLab Detection Toolbox and Benchmark

Score
79
โ˜… 32.8k โ‘‚ 9.8k +25/day
Python
WZMIAOMIAO
WZMIAOMIAO
deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

Score
95
โ˜… 26.3k โ‘‚ 8.2k +2/day
Python
matterport
matterport
Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Score
77
โ˜… 25.6k โ‘‚ 11.6k +2/day
Python
amusi
amusi
CVPR2026-Papers-with-Code

CVPR 2026 ่ฎบๆ–‡ๅ’Œๅผ€ๆบ้กน็›ฎๅˆ้›†

Score
93
โ˜… 22.8k โ‘‚ 2.8k +9/day
cvat-ai
cvat-ai
cvat

Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for vision AI. It offers open-source, cloud, and enterprise products, as well as labeling services, for image, video, and 3D annotation with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

Score
96
โ˜… 16.3k โ‘‚ 3.7k +11/day
Python
microsoft
microsoft
Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Score
75
โ˜… 16.0k โ‘‚ 2.2k +10/day
Python
albumentations-team
albumentations-team
albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Score
73
โ˜… 15.3k โ‘‚ 1.7k +3/day
Python
PaddlePaddle
PaddlePaddle
PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Score
92
โ˜… 14.3k โ‘‚ 3.0k +25/day
Python
jacobgil
jacobgil
pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Score
89
โ˜… 12.9k โ‘‚ 1.7k +8/day
Python
extreme-assistant
extreme-assistant
CVPR2024-Paper-Code-Interpretation

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 ่ฎบๆ–‡/ไปฃ็ /่งฃ่ฏป/็›ดๆ’ญๅˆ้›†๏ผŒๆžๅธ‚ๅ›ข้˜Ÿๆ•ด็†

Score
97
โ˜… 12.5k โ‘‚ 2.2k +2/day
hoya012
hoya012
deep_learning_object_detection

A paper list of object detection using deep learning.

Score
72
โ˜… 11.4k โ‘‚ 2.8k โ€”
Python
voxel51
voxel51
fiftyone

Refine high-quality datasets and visual AI models

Score
87
โ˜… 10.9k โ‘‚ 792 โ€”
Python
ultralytics
ultralytics
yolov3

Ultralytics YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Score
91
โ˜… 10.6k โ‘‚ 3.4k +2/day
Python
Megvii-BaseDetection
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/

Score
71
โ˜… 10.5k โ‘‚ 2.5k +3/day
Python
autogluon
autogluon
autogluon

Fast and Accurate ML in 3 Lines of Code

Score
88
โ˜… 10.5k โ‘‚ 1.2k +3/day
Python
IDEA-Research
IDEA-Research
GroundingDINO

[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

Score
68
โ˜… 10.4k โ‘‚ 1.1k +61/day
Python
satellite-image-deep-learning
satellite-image-deep-learning
techniques

Techniques for deep learning with satellite & aerial imagery

Score
85
โ˜… 10.2k โ‘‚ 1.6k +8/day
microsoft
microsoft
computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

Score
67
โ˜… 9.9k โ‘‚ 1.2k โ€”
Jupyter Notebook
CVHub520
CVHub520
X-AnyLabeling

Effortless data labeling with AI support from Segment Anything and other awesome models.

Score
84
โ˜… 9.7k โ‘‚ 1.0k +33/day
Python
roboflow
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 RF-DETR, YOLO11, SAM 3, and Qwen3-VL.

Score
100
โ˜… 9.5k โ‘‚ 1.5k +8/day
Jupyter Notebook
dusty-nv
dusty-nv
jetson-inference

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

Score
100
โ˜… 8.9k โ‘‚ 3.1k +6/day
C++
OlafenwaMoses
OlafenwaMoses
ImageAI

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

Score
69
โ˜… 8.9k โ‘‚ 2.2k +2/day
Python
roboflow
roboflow
rf-detr

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]

Score
83
โ˜… 8.4k โ‘‚ 1.1k +8/day
Python
microsoft
microsoft
ailab

Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

Score
95
โ˜… 7.8k โ‘‚ 1.4k +1/day
C#
amusi
amusi
awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

Score
96
โ˜… 7.5k โ‘‚ 1.9k +1/day
tensorlayer
tensorlayer
TensorLayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Score
64
โ˜… 7.4k โ‘‚ 1.6k +2/day
Python
amusi
amusi
daily-paper-computer-vision

่ฎฐๅฝ•ๆฏๅคฉๆ•ด็†็š„่ฎก็ฎ—ๆœบ่ง†่ง‰/ๆทฑๅบฆๅญฆไน /ๆœบๅ™จๅญฆไน ็›ธๅ…ณๆ–นๅ‘็š„่ฎบๆ–‡

Score
94
โ˜… 6.8k โ‘‚ 1.3k โ€”
open-mmlab
open-mmlab
mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

Score
60
โ˜… 6.5k โ‘‚ 1.8k +14/day
Python
RangiLyu
RangiLyu
nanodet

NanoDet-PlusโšกSuper fast and lightweight anchor-free object detection model. ๐Ÿ”ฅOnly 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone๐Ÿ”ฅ

Score
57
โ˜… 6.2k โ‘‚ 1.1k +4/day
Python
PaddlePaddle
PaddlePaddle
PaddleX

All-in-One Development Tool based on PaddlePaddle

Score
81
โ˜… 6.2k โ‘‚ 1.2k +15/day
Python
thtrieu
thtrieu
darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

Score
63
โ˜… 6.1k โ‘‚ 2.0k +1/day
Python
dmlc
dmlc
gluon-cv

Gluon CV Toolkit

Score
56
โ˜… 5.9k โ‘‚ 1.2k โ€”
Python
Layout-Parser
Layout-Parser
layout-parser

A Unified Toolkit for Deep Learning Based Document Image Analysis

Score
55
โ˜… 5.8k โ‘‚ 536 +1/day
Python
open-mmlab
open-mmlab
OpenPCDet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

Score
76
โ˜… 5.6k โ‘‚ 1.5k +12/day
Python
obss
obss
sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Score
80
โ˜… 5.4k โ‘‚ 759 +8/day
Python
amdegroot
amdegroot
ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

Score
94
โ˜… 5.2k โ‘‚ 1.7k โ€”
Python
roboflow
roboflow
sports

computer vision and sports

Score
100
โ˜… 5.1k โ‘‚ 630 +11/day
Python
fundamentalvision
fundamentalvision
BEVFormer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

Score
91
โ˜… 4.5k โ‘‚ 739 +1/day
Python
microsoft
microsoft
VoTT

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

Score
91
โ˜… 4.4k โ‘‚ 835 โ€”
TypeScript
balancap
balancap
SSD-Tensorflow

Single Shot MultiBox Detector in TensorFlow

Score
93
โ˜… 4.1k โ‘‚ 1.8k โ€”
Jupyter Notebook
chrieke
chrieke
awesome-satellite-imagery-datasets

๐Ÿ›ฐ๏ธ List of satellite image training datasets with annotations for computer vision and deep learning

Score
90
โ˜… 3.9k โ‘‚ 669 โ€”
YunYang1994
YunYang1994
tensorflow-yolov3

๐Ÿ”ฅ TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"

Score
92
โ˜… 3.6k โ‘‚ 1.3k โ€”
Python
SkalskiP
SkalskiP
make-sense

Free to use online tool for labelling photos. https://makesense.ai

Score
87
โ˜… 3.5k โ‘‚ 586 +2/day
TypeScript
open-mmlab
open-mmlab
mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

Score
88
โ˜… 3.5k โ‘‚ 626 +3/day
Python
catalyst-team
catalyst-team
catalyst

Accelerated deep learning R&D

Score
52
โ˜… 3.4k โ‘‚ 399 โ€”
Python
tianzhi0549
tianzhi0549
FCOS

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

Score
87
โ˜… 3.3k โ‘‚ 624 โ€”
Python
tinyvision
tinyvision
DAMO-YOLO

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

Score
85
โ˜… 3.2k โ‘‚ 403 โ€”
Python
neuralmagic
neuralmagic
deepsparse

Sparsity-aware deep learning inference runtime for CPUs

Score
83
โ˜… 3.2k โ‘‚ 191 โ€”
Python
Cartucho
Cartucho
mAP

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

Score
88
โ˜… 3.0k โ‘‚ 919 +1/day
Python
SharpAI
SharpAI
DeepCamera

Open-Source AI Camera Skills Platform, AI NVR & CCTV Surveillance. Local VLM video analysis with Qwen, DeepSeek, SmolVLM, LLaVA, YOLO26. LLM-powered agentic security camera agent โ€” watches, understands, remembers & guards your home via Telegram, Discord or Slack. Pluggable AI skills. OpenAI, Google, Anthropic or local AI. Runs on Mac Mini & AI PC.

Score
100
โ˜… 2.9k โ‘‚ 456 +11/day
JavaScript
shouxieai
shouxieai
tensorRT_Pro

C++ library based on tensorrt integration

Score
86
โ˜… 2.9k โ‘‚ 574 +1/day
C++
amusi
amusi
ICCV2025-Papers-with-Code

ICCV 2025 ่ฎบๆ–‡ๅ’Œๅผ€ๆบ้กน็›ฎๅˆ้›†

Score
82
โ˜… 2.9k โ‘‚ 256 โ€”
sherlockchou86
sherlockchou86
VideoPipe

A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) ่ทจๅนณๅฐ็š„่ง†้ข‘็ป“ๆž„ๅŒ–๏ผˆ่ง†้ข‘ๅˆ†ๆž๏ผ‰ๆก†ๆžถ๏ผŒ่ง‰ๅพ—ๆœ‰ๅธฎๅŠฉ็š„่ฏท็ป™ไธชๆ˜Ÿๆ˜Ÿ : )

Score
89
โ˜… 2.9k โ‘‚ 449 +5/day
C++
easy-tensorflow
easy-tensorflow
easy-tensorflow

Simple and comprehensive tutorials in TensorFlow

Score
84
โ˜… 2.8k โ‘‚ 360 โ€”
Python
IDEA-Research
IDEA-Research
DINO

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

Score
83
โ˜… 2.8k โ‘‚ 309 +3/day
Python
hooram
hooram
ownphotos

Self hosted alternative to Google Photos

Score
60
โ˜… 2.8k โ‘‚ 225 โ€”
Jupyter Notebook
Related Topics
#deep-learning#computer-vision#machine-learning#pytorch#image-classification#python#yolo#instance-segmentation#tensorflow#yolov5#semantic-segmentation#image-processing

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