datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Ar-MUSA
Data Directory Structure
The Ar-MUSA directory contains annotated datasets organized by batches and annotation teams. Each batch is labeled with a number, and the annotation team is indicated by a letter. The structure is as follows:
Ar-MUSA
├── Annotation 1a
│ ├── frames # Contains the extracted frames for each record
│ ├── audios # Contains the corresponding audio files
│ ├── transcripts # Contains the transcripts of the audio files
│ └── annotations.csv #… See the full description on the dataset page: https://huggingface.co/datasets/Skhaled/Ar-MUSA.music-ocr-vectors
🎵 Music-OCR-Vectors
A comprehensive dataset of hand-drawn music scores paired with their digital vector and text representations.
📖 About the Dataset
Music-OCR-Vectors is a freely available, open-source dataset designed for Optical Music Recognition (OMR), machine learning, and computer vision research. It provides a bridge between handwritten musical notation and machine-readable formats.
For every hand-drawn music sheet in the dataset, the following ground-truth… See the full description on the dataset page: https://huggingface.co/datasets/Dddixyy/music-ocr-vectors.CPAZMaL
CPAZMAL DATASET
Machine learning-ready cryospheric SAR dataset combining ascending et descending PAZ acquisitions over Mont-Blanc massif glaciers (2020–2023). The dataset contains dual-polarization (HH+HV but not for the all time serie cf Acquisition Timeline) time-series recorded with timestamps and organized by geographic groups to support GroupKFold evaluation. It consists of 8 main classes, with an average of 8 groups per class. An additional class, STUDY, can be used for… See the full description on the dataset page: https://huggingface.co/datasets/musmb/CPAZMaL.Musa_banana_tier_classification
Musa Banana Tier Classification
This dataset contains real RGB images of banana tiers (post-harvest segments of Musa acuminata bunches) captured in a controlled laboratory environment across locations in the Philippines. Images were acquired using a fixed-position A4Tech PK-910H camera, providing standardized visual data for tier classification research in agricultural settings. The dataset contains 1,164 images across 4 classes: 1, 2, 3, 4.Images per class:
1: 390
2: 294
3:… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/Musa_banana_tier_classification.lobelia-silhouettes
Lobelia silhouettes
39 whole-plant silhouettes across 27 species of Lobelia, digitally restored from herbarium
specimens between April 2018 and February 2019. Every silhouette carries true physical scale.
A pressed herbarium specimen is a plant that has been folded to fit a sheet, mounted with tape and
glue, annotated, and photographed decades later. Each sheet here was restored in Photoshop — leaves
digitally unfolded, snapped stems rejoined, labels, tape, mounting strips and… See the full description on the dataset page: https://huggingface.co/datasets/musharna/lobelia-silhouettes.electrical-symbols-dataset
Electrical Symbols Dataset
33,502 industrial electrical symbols for automatic classification, schematic OCR, and vision RAG in automation engineering.
Dataset Details
Dataset Description
33.5K PNG images of EPLAN IEC, NFPA, GB electrical symbols with complete technical metadata and AI-generated visual descriptions.
Curated by: Covaga
Expenses: 33€
Dataset Sources
Uses
Automatic symbol classification
Industrial… See the full description on the dataset page: https://huggingface.co/datasets/MustangAkin/electrical-symbols-dataset.