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awesome-object-detection-datasets
A collection of some awesome public object detection and recognition datasets.
https://github.com/codingonion/awesome-object-detection-datasets
Last synced: about 18 hours ago
JSON representation
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Optical Aerial Imagery Datasets
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Summary
- Science Data Bank(ScienceDB) - purpose data repository aiming to provide data services (e.g. data acquisition, long-term preservation, publishing, sharing and access) for researchers, research projects/teams, journals, institutions, universities, etc. It supports a variety of data acquisition and data licenses. ScienceDB is dedicated to promoting data findable, citable and reusable on the prerequisite of protecting the rights and interests of data owners and it is built and operated by Computer Network Information Center, Chinese Academy of Sciences.
- 中国科学数据 - 6035/N，ISSN 2096-2223）是目前中国唯一的专门面向多学科领域科学数据出版的学术期刊，作为国家网络连续型出版物的首批试点之一，由中国科学院主管，中国科学院计算机网络信息中心和ISC CODATA中国全国委员会合办，国家科技基础条件平台中心、中国科学院网络安全和信息化领导小组办公室指导，国内外公开发行，中英文，季刊。 中国科学引文数据库（CSCD）来源期刊，中国科技核心期刊 ，收录于中国科协高质量科技期刊分级目录。
- 飞桨AI Studio
- 极市开发者平台
- wenhwu/awesome-remote-sensing-change-detection - remote-sensing-change-detection?style=social"/> : List of datasets, codes, and contests related to remote sensing change detection.
- ZHOUYI1023/awesome-radar-perception - radar-perception?style=social"/> : A curated list of radar datasets, detection, tracking and fusion.
- lartpang/awesome-segmentation-saliency-dataset - segmentation-saliency-dataset?style=social"/> : A collection of some datasets for segmentation / saliency detection. Welcome to PR...😄
- TianhaoFu/Awesome-3D-Object-Detection - 3D-Object-Detection?style=social"/> : Papers, code and datasets about deep learning for 3D Object Detection.
- xahidbuffon/Awesome_Underwater_Datasets - scale underwater datasets and relevant resources.
- M-3LAB/awesome-industrial-anomaly-detection - 3LAB/awesome-industrial-anomaly-detection?style=social"/> : Paper list and datasets for industrial image anomaly detection.
- ZhangXiwuu/Awesome_visual_place_recognition_datasets
- ari-dasci/OD-WeaponDetection - dasci/OD-WeaponDetection?style=social"/> : Datasets for weapon detection based on image classification and object detection tasks.
- DLLXW/objectDetectionDatasets
- codingonion/awesome-object-detection-and-recognition-datasets - object-detection-and-recognition-datasets?style=social"/> : A collection of some awesome public object detection and recognition datasets.
- openvinotoolkit/datumaro
- Label Studio - studio?style=social"/> : Label Studio is a multi-type data labeling and annotation tool with standardized output format. [labelstud.io](https://labelstud.io/)
- AnyLabeling - labeling.
- labelme - level flag annotation).
- DarkLabel
- AlexeyAB/Yolo_mark
- Cartucho/OpenLabeling
- CVAT - ai/cvat?style=social"/> : Computer Vision Annotation Tool (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.
- VoTT
- WangRongsheng/KDAT
- Rectlabel-support - support?style=social"/> : RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.
- cnyvfang/labelGo-Yolov5AutoLabelImg - Yolov5AutoLabelImg?style=social"/> : 💕YOLOV5 semi-automatic annotation tool (Based on labelImg)💕一个基于labelImg及YOLOV5的图形化半自动标注工具。
- CVUsers/Auto_maker
- MyVision
- wufan-tb/AutoLabelImg - tb/AutoLabelImg?style=social"/> : auto-labelimg based on yolov5, with many other useful tools. AutoLabelImg 多功能自动标注工具。
- MrZander/YoloMarkNet
- mahxn0/Yolov3_ForTextLabel
- MNConnor/YoloV5-AI-Label - AI-Label?style=social"/> : YoloV5 AI Assisted Labeling.
- LILINOpenGitHub/Labeling-Tool - Tool?style=social"/> : Free YOLO AI labeling tool. YOLO AI labeling tool is a Windows app for labeling YOLO dataset.
- whs0523003/YOLOv5_6.1_autolabel
- 2vin/PyYAT - Automatic Yolo Annotation Tool In Python.
- AlturosDestinations/Alturos.ImageAnnotation
- stephanecharette/DarkMark
- 2vin/yolo_annotation_tool
- sanfooh/quick_yolo2_label_tool
- pylabel-project/pylabel - project/pylabel?style=social"/> : Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.
- opendatalab/labelU
- Albumentations - team/albumentations?style=social"/> : Albumentations is a Python library for image augmentation. Image augmentation is used in deep learning and computer vision tasks to increase the quality of trained models. The purpose of image augmentation is to create new training samples from the existing data. "Albumentations: Fast and Flexible Image Augmentations". (**[Information 2020](https://www.mdpi.com/2078-2489/11/2/125)**)
- doubleZ0108/Data-Augmentation - Augmentation?style=social"/> : General Data Augmentation Algorithms for Object Detection(esp. Yolo).
- YOLOExplorer
- codingonion/awesome-object-detection-and-recognition-datasets - object-detection-and-recognition-datasets?style=social"/> : A collection of some awesome public object detection and recognition datasets.
- OpenDataLab
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General Detection and Recognition Datasets
- COCO - 3-319-10602-1_48)**)
- PASCAL VOC - 014-0733-5)**)
- Objects365 - scale, High-quality Dataset for Object Detection". (**[ICCV 2019](https://openaccess.thecvf.com/content_ICCV_2019/html/Shao_Objects365_A_Large-Scale_High-Quality_Dataset_for_Object_Detection_ICCV_2019_paper.html)**)
- ImageNet - 015-0816-y)**)
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Autonomous Driving Datasets
- BDD100K
- CODA - World Road Corner Case Dataset for Object Detection in Autonomous Driving". (**[ECCV 2022](https://link.springer.com/chapter/10.1007/978-3-031-19839-7_24)**)
- TT100K - Sign Detection and Classification in the Wild". (**[CVPR 2016](https://openaccess.thecvf.com/content_cvpr_2016/html/Zhu_Traffic-Sign_Detection_and_CVPR_2016_paper.html)**)
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Adverse Weather Datasets
- RESID - Image Dehazing and Beyond". (**[IEEE Transactions on Image Processing 2018](https://ieeexplore.ieee.org/abstract/document/8451944)**)
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Person Detection Datasets
- INRIA Person
- CrowdHuman
- PANDA - Level Human-Centric Video Dataset". (**[CVPR 2020](https://openaccess.thecvf.com/content_CVPR_2020/html/Wang_PANDA_A_Gigapixel-Level_Human-Centric_Video_Dataset_CVPR_2020_paper.html)**)
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Low-light Image Datasets
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Infrared Image Datasets
- 地/空背景下红外图像弱小飞机目标检测跟踪数据集
- 复杂背景下红外弱小运动目标检测数据集
- 面向空地应用的红外时敏目标检测跟踪数据集
- SCUT_FIR_Pedestrian_Dataset - CV/SCUT_FIR_Pedestrian_Dataset?style=social"/> : "Benchmarking a large-scale FIR dataset for on-road pedestrian detection". (**[Infrared Physics & Technology, 2019](https://www.sciencedirect.com/science/article/abs/pii/S1350449518305589)**)
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SAR Image Datasets
- SNL VideoSAR
- MSTAR
- SSDD - CNN". (**[IEEE BIGSARDATA 2017](https://ieeexplore.ieee.org/abstract/document/8124934/)**). "基于深度学习的SAR图像舰船检测数据集及性能分析". (**[第五届高分辨率对地观测学术年会, 2018](https://kns.cnki.net/kcms/detail/detail.aspx?dbcode=CPFD&dbname=CPFDLAST2019&filename=ZKZD201810001014&uniplatform=NZKPT&v=yO0QaBvz14EhL7pk2vCZgRGQl9EUK4g_ZLMv--RusqdnPK4jBUFATMtsDuwGc8fzPb9iLY3lVOI%3d)**)
- AIR-SARShip - 2.0". "AIR-SARShip-1.0: 高分辨率 SAR 舰船检测数据集". (**[雷达学报 2019](https://kns.cnki.net/kcms/detail/detail.aspx?dbcode=CJFD&dbname=CJFDLAST2020&filename=LDAX201906014&uniplatform=NZKPT&v=pL57X-1uWs_T7QAY3gMTKZ1ZrPt1hdyAPDo3jpXRqPLbyAYbrH6-IAZMrqpRwS3J)**)
- FUSAR-Ship - Ship1.0. (**[雷达学报](https://radars.ac.cn/web/data/getData?dataType=FUSAR)**). "FUSAR-Ship: building a high-resolution SAR-AIS matchup dataset of Gaofen-3 for ship detection and recognition". (**[Science China Information Sciences, 2020](https://link.springer.com/article/10.1007/s11432-019-2772-5)**)
- MSAR - 1.0"。(**[雷达学报 2022](https://radars.ac.cn/web/data/getData?dataType=MSAR)**)
- RSDD-SAR - SAR:SAR舰船斜框检测数据集"。(**[雷达学报 2022](https://kns.cnki.net/kcms/detail/detail.aspx?dbcode=CJFD&dbname=CJFDLAST2022&filename=LDAX202204006&uniplatform=NZKPT&v=J3WR8KUVzuYM6uPXqbI64hl8oRAk3mvWRv3hrBCH9ZBek54uYq_UkJGY0PGaaxDg)**)
- OpenSARUrban - 1 SAR Image Dataset for Urban Interpretation". (**[IEEE JSTAEORS 2020](https://ieeexplore.ieee.org/abstract/document/8952866/)**)
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Multispectral Image Datasets
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Face Detection and Recognition Datasets
- WIDER FACE
- UFDD
- LFW - Life'Images: detection, alignment, and recognition. 2008](https://hal.inria.fr/inria-00321923/)**)
- CASIA-WebFace
- MS-Celeb-1M - Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition". (**[ECCV 2016](https://link.springer.com/chapter/10.1007/978-3-319-46487-9_6)**)
- MegaFace - Shlizerman_The_MegaFace_Benchmark_CVPR_2016_paper.html)**)
- IJB-C - C: Face Dataset and Protocol". (**[ICB 2018](https://ieeexplore.ieee.org/abstract/document/8411217)**)
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Blogs
- 2022-11-01, 目标检测算法——行人检测&人群计数数据集汇总(附下载链接)
- 2022-11-21, 目标检测算法——工业缺陷数据集汇总1（附下载链接）
- 2022-12-01, 目标检测算法——图像分类开源数据集汇总（附下载链接）
- 2023-03-27, 目标跟踪方向开源数据集资源汇总
- 2023-04-12, 包罗万象！V3Det：1.3W类全新目标检测数据集（港中文&上海AI Lab）
- 2022-03-10, 最全自动驾驶数据集分享系列一｜目标检测数据集（1/3）
- 2022-03-21, 最全自动驾驶数据集分享系列一｜目标检测数据集（2/3）
- 2022-04-24, 最全自动驾驶数据集分享系列一｜目标检测数据集（3/3）
- 2022-11-01, 目标检测算法——行人检测&人群计数数据集汇总(附下载链接)
- 2023-04-12, 包罗万象！V3Det：1.3W类全新目标检测数据集（港中文&上海AI Lab）
Programming Languages
Categories
Summary
46
Blogs
10
Optical Aerial Imagery Datasets
8
SAR Image Datasets
8
Face Detection and Recognition Datasets
7
Infrared Image Datasets
4
General Detection and Recognition Datasets
4
Multispectral Image Datasets
3
Person Detection Datasets
3
Autonomous Driving Datasets
3
Low-light Image Datasets
2
Adverse Weather Datasets
1
Sub Categories
Keywords
object-detection
15
yolo
15
computer-vision
12
deep-learning
11
dataset
11
annotation-tool
10
yolov5
9
image-annotation
8
detection
7
labeling
7
labeling-tool
7
coco
5
image-classification
5
annotations
5
datasets
5
machine-learning
5
yolov3
4
darknet
4
yolov8
4
autonomous-driving
4
video-annotation
3
remote-sensing
3
labelimg
3
python
3
labelling
3
bounding-boxes
3
semantic-segmentation
3
boundingbox
3
yolov2
3
opencv
3
annotation
3
tagging
3
imagenet
3
tensorflow
3
gui
2
awesome-list
2
taggingtools
2
training-yolo
2
chatgpt
2
aerial-imagery
2
image-tagging
2
opendata
2
sar
2
thermal
2
yolov10
2
slam
2
deeplearning
2
object-recognition
2
llm
2
large-language-models
2