datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
viewpoint-aware-pig-posture-recognition
Viewpoint-Aware Pig Posture Recognition Dataset
This dataset supports multi-camera, viewpoint-aware pig posture recognition in livestock barn environments. It contains real-world pig images, bounding box annotations, posture class labels, and per-instance camera viewpoint angles (azimuth and elevation) derived from PnP-based camera calibration.
Code: Anil-Bhujel/viewpoint-aware-pig-posture-recognition on GitHub
Dataset Summary
Images were captured from 2… See the full description on the dataset page: https://huggingface.co/datasets/anilbhujel/viewpoint-aware-pig-posture-recognition.ego4d-random-views-20k
Ego4D Random Views Dataset
This dataset contains 20,000 random view frames sampled from the Ego4D dataset using a high-performance multi-process generation system.
Dataset Overview
Total Images: 20,000 high-quality frames
Image Format: PNG (1024×1024 resolution)
Source: Ego4D v2 dataset (52,665+ video files)
Sampling Method: Multi-process random sampling with maximum diversity
Generation Time: 797.57 seconds (~13 minutes)
Generation Speed: 25.08 frames/second… See the full description on the dataset page: https://huggingface.co/datasets/weikaih/ego4d-random-views-20k.viewer-test-50-small-images-ok
Test Dataset: viewer-test-50-small-images-ok
Purpose: Demonstrate dataset viewer behavior with large images and row group sizing.
Dataset Details
Number of images: 50
Total size: ~167MB
Average per image: ~3.3MB
Expected Behavior
50 smaller images (~3.5MB each, ~175MB total). Well under the 300MB limit.
Prediction: SHOULD WORK - Under 300MB limit
Technical Context
The dataset viewer converts imagefolder datasets to parquet with:
Row group size:… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/viewer-test-50-small-images-ok.PromptedArtistIdentificationDataset-ViewSamples
Sample Dataset Viewer for Prompted Artist Identification Dataset
Website | Paper | GitHub
Identifying Prompted Artist Names from Generated Images
Grace Su, Sheng-Yu Wang, Aaron Hertzmann, Eli Shechtman, Jun-Yan Zhu, Richard Zhang
arXiv, 2025
Description
This page serves as a viewer for sample images from the Prompted Artist Identification Dataset.
Please visit the main dataset page for a description of the full dataset.
The entire benchmark dataset consists of 1.95… See the full description on the dataset page: https://huggingface.co/datasets/cmu-gil/PromptedArtistIdentificationDataset-ViewSamples.viewer-test-large-images-fail
Test Dataset: viewer-test-large-images-fail
Purpose: Demonstrate dataset viewer behavior with large images and row group sizing.
Dataset Details
Number of images: 50
Total size: ~632MB
Average per image: ~12.6MB
Expected Behavior
50 large images (~14MB each, ~700MB total). With 100-row row groups, all images land in one ~700MB row group, exceeding the 300MB scan limit.
Prediction: FAIL - Scan size limit exceeded
Technical Context
The dataset viewer… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/viewer-test-large-images-fail.viewer-test-25-large-images-fail
Test Dataset: viewer-test-25-large-images-fail
Purpose: Demonstrate dataset viewer behavior with large images and row group sizing.
Dataset Details
Number of images: 25
Total size: ~318MB
Average per image: ~12.7MB
Expected Behavior
25 large images (~14MB each, ~350MB total). Even with fewer images, the row group still exceeds 300MB.
Prediction: FAIL - Scan size limit exceeded
Technical Context
The dataset viewer converts imagefolder datasets to… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/viewer-test-25-large-images-fail.viewer-test-15-large-images-ok
Test Dataset: viewer-test-15-large-images-ok
Purpose: Demonstrate dataset viewer behavior with large images and row group sizing.
Dataset Details
Number of images: 15
Total size: ~188MB
Average per image: ~12.6MB
Expected Behavior
15 large images (~14MB each, ~210MB total). Under the 300MB limit, so the viewer should work.
Prediction: SHOULD WORK - Under 300MB limit
Technical Context
The dataset viewer converts imagefolder datasets to parquet with:… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/viewer-test-15-large-images-ok.