datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
object_detection_datasettraffic-accident-cctv-object-detection
CCTV Traffic Accident Object Detection Dataset
Overview
This dataset contains low-resolution CCTV traffic surveillance images annotated with bounding boxes for traffic accident localization.Each image includes regions corresponding to:
Accident: vehicles or regions directly involved in a collision or traffic incident
Non-accident: visible vehicles or regions not involved in the incident
The dataset is designed to support fine-grained object detection under real-world… See the full description on the dataset page: https://huggingface.co/datasets/justjuu/traffic-accident-cctv-object-detection.fashion-object-detectionKitti-Object-Detection-Evaluation-2012fashion-object-detection-v2home-object-detection-grasping-and-sorting-eval-yolov8-training-4c9a238f-1ff502e5
Small Object Grasping Training Pack
Synthetic training dataset for a robot grasping and pick-and-place of small objects resting on real surfaces (kitchen, entrance, restaurant and art-space settings). Renders at 512x512 with metric depth and per-frame annotations, using each environment's own lighting, for training Contact-GraspNet.
This dataset mirrors public data-pack render outputs from Physicl.
Each row represents one render view. The image column contains a stable URL to… See the full description on the dataset page: https://huggingface.co/datasets/physicl-community/home-object-detection-grasping-and-sorting-eval-yolov8-training-4c9a238f-1ff502e5.fashion-object-detectionbarcode-object-detection
Dataset Card
🚀 Uploaded using hubify - Convert object detection datasets to HuggingFace format
This dataset contains object detection annotations converted to HuggingFace image dataset format.
📊 Dataset Details
🏷️ Number of classes: 1
📁 Splits: train, test, validation
🖼️ Format: Images with bounding box annotations
🎯 Classes
The dataset contains the following 1 classes:
barcode
💻 Usage
from datasets import load_dataset
dataset =… See the full description on the dataset page: https://huggingface.co/datasets/benjamintli/barcode-object-detection.object_detection_bbox_merged_coco_foodopen-world-dense-object-detection
Open World Dense Object Detection Dataset
A large-scale dataset for open-world object detection containing 8,001 images with 344,079 bounding box annotations across 1,106 categories.
Important: Open-World vs Closed-Set Detection
This dataset is designed for open-world/open-vocabulary object detection models like Grounding DINO, OWL-ViT, and similar text-conditioned detectors.
Why NOT for YOLO, DETR, or Traditional Detectors?
Traditional closed-set object… See the full description on the dataset page: https://huggingface.co/datasets/shubh303/open-world-dense-object-detection.brain-tumor-object-detection
Dataset Card for "brain-tumor-object-detection"
More Information needed
basic_shapes_object_detection
Basic Shapes Object Detection
Description
This Basic Shapes Object Detection dataset has been created to test fine-tuning of object detection models. Fine-tuning some model to detect the basic shapes should be rather easy: just a bit of training should be enough to get the model to do correct object detection quite fast.
Each entry in the dataset has a RGB PNG image with a white background and 3 basic geometric shapes:
A blue square
A red circle
A green triangle
All… See the full description on the dataset page: https://huggingface.co/datasets/driesverachtert/basic_shapes_object_detection.cv.3.image_object_detection
Dataset Card for "cv.3.image_object_detection"
More Information needed
YOLOv8-Object-Detection-02-Dataset
Soup Can Object Detection Dataset Sample
Duality.ai just released a 1000 image dataset used to train a YOLOv8 model for object detection -- and it's 100% free!
Just create an EDU account here.
This HuggingFace dataset is a 20 image and label sample, but you can get the rest at no cost by creating a FalconCloud account. Once you verify your email, the link will redirect you to the dataset page.
Dataset Overview
This dataset consists of high-quality images of soup cans… See the full description on the dataset page: https://huggingface.co/datasets/duality-robotics/YOLOv8-Object-Detection-02-Dataset.flock-demo-object-detection-sectionsChest_Xray_N_Object_Detectionobject-detection-examples
Dataset Card for CPPE - 5
Dataset Summary
CPPE - 5 (Medical Personal Protective Equipment) is a new challenging dataset with the goal to allow the study of subordinate categorization of medical personal protective equipments, which is not possible with other popular data sets that focus on broad level categories.
Some features of this dataset are:
high quality images and annotations (~4.6 bounding boxes per image)
real-life images unlike any current such dataset
majority… See the full description on the dataset page: https://huggingface.co/datasets/Charles95/object-detection-examples.refcoco_object_detectionYOLOv8-Multiclass-Object-Detection-Dataset
DATASET SAMPLE
Duality.ai just released a 1000 image dataset used to train a YOLOv8 model in multiclass object detection -- and it's 100% free!
Just create an EDU account here.
This HuggingFace dataset is a 20 image and label sample, but you can get the rest at no cost by creating a FalconCloud account. Once you verify your email, the link will redirect you to the dataset page.
What makes this dataset unique, useful, and capable of bridging the Sim2Real gap?
The digital twins are… See the full description on the dataset page: https://huggingface.co/datasets/duality-robotics/YOLOv8-Multiclass-Object-Detection-Dataset.YOLOv8-Multi-Instance-Object-Detection-Dataset
Multi Instance Object Detection Dataset Sample
Duality.ai just released a 1000 image dataset used to train a YOLOv8 model for object detection -- and it's 100% free!
Just create an EDU account here.
This HuggingFace dataset is a 20 image and label sample, but you can get the rest at no cost by creating a FalconCloud account. Once you verify your email, the link will redirect you to the dataset page.
Dataset Overview
This dataset consists of high-quality images of soup… See the full description on the dataset page: https://huggingface.co/datasets/duality-robotics/YOLOv8-Multi-Instance-Object-Detection-Dataset.paligemma-valorant-object-detection-transformednutriscore-object-detection
Open Food Facts Nutriscore detection dataset
This dataset was used to train the Nutri-score object detection model running in production at Open Food Facts.
Images were collected from the Open Food Facts database and labeled manually.
Just like the original images, the images in this dataset are licensed under the Creative Commons Attribution Share Alike license (CC-BY-SA 3.0).
Fields
image_id: Unique identifier for the image, generated from the barcode and the image… See the full description on the dataset page: https://huggingface.co/datasets/openfoodfacts/nutriscore-object-detection.brain-tumor-object-detection-paligemmaobject-detection-bench
Object Detection Bench
This dataset is a customized version of the RealworldQA dataset, specifically tailored for object detection and segmentation benchmarking tasks.
Dataset Description
This benchmark dataset contains real-world images with questions, answers, and custom prompts designed for evaluating object detection and segmentation models. Each sample includes:
Image: Real-world photographs
Question: Original question about the image content
Answer: Ground truth… See the full description on the dataset page: https://huggingface.co/datasets/interfaze-ai/object-detection-bench.object-detections
Car Object Detection
Vehicle object detection results from a segment of a Toyota RAV4 2026 review video, enabling semantic video retrieval of car components.
Dataset Overview
Video Source: YouTube Video YcvECxtXoxQ
Section Processed: Exterior Review (18:39 to 28:00 = 9 min 21 sec)
Total Detections: 1,179
Total Segments: 123
Sampling Rate: 1 frame per second (560 frames)
Files
1. detections.parquet
Frame-level object detections. Each row represents… See the full description on the dataset page: https://huggingface.co/datasets/wdc9645/object-detections.rsod_object_detection_dataobject_detectionnls-index-cards-object-detection
NLS Advocates Library Index Card Detection Dataset
An object detection dataset for identifying index cards on scanned pages from the Advocates Library manuscript collection at the National Library of Scotland.
Dataset Description
This dataset contains 100 annotated scanned page images from the Advocates Library manuscript index card collection. Each image is annotated with bounding boxes marking the location of index cards on the page, enabling training of object… See the full description on the dataset page: https://huggingface.co/datasets/NationalLibraryOfScotland/nls-index-cards-object-detection.brain-tumor-object-detection-paligemmatiny-object-detection-aquarium-dataset