datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
omr-cvc-muscima
CVC-MUSCIMA
1,000 handwritten music score images (20 pages × 50 musicians), plus the 140 annotated images used by MUSCIMA++ (annotated-images/) and the writer-identification grayscale set (writer-id/).
License: CC BY-NC-SA 4.0 — non-commercial research use only.
Source: https://github.com/apacha/OMR-Datasets (mirror of cvc.uab.es)
Cite: Fornés, Dutta, Gordo, Lladós, "CVC-MUSCIMA: a ground truth of handwritten music score images for writer identification and staff removal" (IJDAR… See the full description on the dataset page: https://huggingface.co/datasets/e7mac/omr-cvc-muscima.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_genre
Dataset Card for Music Genre
The Default dataset comprises approximately 1,700 musical pieces in .mp3 format, sourced from the NetEase music. The lengths of these pieces range from 270 to 300 seconds. All are sampled at the rate of 22,050 Hz. As the website providing the audio music includes style labels for the downloaded music, there are no specific annotators involved. Validation is achieved concurrently with the downloading process. They are categorized into a total of 16… See the full description on the dataset page: https://huggingface.co/datasets/ccmusic-database/music_genre.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.mushroom-net
Mushroom Net: Large-Scale Normalized CLIP-Style Dataset
Overview
Mushroom Net is a comprehensive, human-curated dataset of mushroom images extracted from 53 unique source archives (~69 GB). It is designed to train high-performance vision models (CLIP, ResNet, ViT) for mushroom classification, edibility prediction, and object detection.
Total Images: 227,230
Resolution: 224x224 RGB (Normalized)
Unique Classes: 2,350+ Normalized Taxonomies
Classification Heads: 4 (Species… See the full description on the dataset page: https://huggingface.co/datasets/ShivRamSaud/mushroom-net.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.BCDD
🇧🇩 Bangladeshi Crops Disease Dataset (BCDD)
Official dataset for the IEEE ECCE 2025 paper:
"Plant Disease Recognition from the Perspective of Bangladesh: A Comparative Study of Deep Learning Models and Ensemble Techniques"
🚀 Associated Resources
Resource
Link
GitHub Code
Kaggle Source
Paper Abstract
🔬 Collection Methodology
The dataset is a curated subset of three public repositories:
Wheat Leaf Disease Dataset (6,134 images)
Rice… See the full description on the dataset page: https://huggingface.co/datasets/musfiqurtuhin/BCDD.british-museum-igbo-collection
British Museum (Igbo Collection) Dataset
This dataset is a curated collection of historical artifacts and photographs related to the Igbo people of Nigeria, sourced from the British Museum Collection.
⚠️ Data Quality & Limitations
Image Quality: The images in this dataset are "Preview" / Web-Resolution quality (sourced directly from the British Museum's public CSV export). While sufficient for digital archiving, web display, and research reference, they are not… See the full description on the dataset page: https://huggingface.co/datasets/nwokikeonyeka/british-museum-igbo-collection.PFSD_Musa_banana_disease_classification
PFSD Musa Banana Disease Classification
A dataset for disease classification of bananas. The dataset contains 6,700 images across 8 classes: BACTERIAL SOFT ROT, BANANA APHIDS, BANANA FRUIT- SCARRING BEETLE, BLACK SIGATOKA, PANAMA DISEASE, POTASSIUM DEFICIENCY, PSEUDOSTEM WEEVIL, YELLOW SIGATOKA.Images per class:
BACTERIAL SOFT ROT: 1,078
BANANA APHIDS: 366
BANANA FRUIT- SCARRING BEETLE: 150
BLACK SIGATOKA: 474
PANAMA DISEASE: 102
POTASSIUM DEFICIENCY: 1,530
PSEUDOSTEM WEEVIL: 2… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/PFSD_Musa_banana_disease_classification.Music_Festival_PSD_Design_Dataset
Dataset Description
This dataset is a large-scale collection of Music Festival PSD design images, created to support research and development in computer vision, multimodal AI, graphic design intelligence, and creative automation systems. It is part of a broader collection of 211K+ PSD design images covering diverse themes and creative categories.
The dataset includes professionally designed music festival posters and promotional PSD templates, featuring layered compositions… See the full description on the dataset page: https://huggingface.co/datasets/InfoBayAI/Music_Festival_PSD_Design_Dataset.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.bangladressnet
🇧🇩 BanglaDressNet: Traditional Bangladeshi Dress Dataset (Novel Dataset)
📄 Context
Official dataset for the research paper:
"Multi-Level Ensemble Learning for Fine-Grained Classification of Traditional Bangladeshi Dress Using Deep Transfer Models"
Accepted at: 2025 7th International Conference on Electrical Information and Communication Technology (EICT)
This dataset, BanglaDressNet, contains 8,000 images of 16 categories of traditional Bangladeshi attire… See the full description on the dataset page: https://huggingface.co/datasets/musfiqurtuhin/bangladressnet.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.PFSD_Musa_banana_variety_classification
PFSD Musa Banana Variety Classification
A dataset for variety classification of banana stems and leaves. The dataset contains 2,763 images across 7 classes: BHIMKOL, JAHAJI FRUIT, JAHAJI LEAF, JAHAJI STEM, KACHKOL FRUIT, MALBHOG FRUIT, MALBHOG LEAF.Images per class:
BHIMKOL: 402
JAHAJI FRUIT: 42
JAHAJI LEAF: 336
JAHAJI STEM: 204
KACHKOL FRUIT: 30
MALBHOG FRUIT: 144
MALBHOG LEAF: 1,605
This dataset is indexed on https://project-agml.github.io/ as part of the AgML python… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/PFSD_Musa_banana_variety_classification.BTSR-13
Bangladeshi Traffic Signs (BTSR-13)
This is the official Hugging Face mirror for BTSR-13, a comprehensive dataset of Bangladeshi traffic signs optimized for deep learning research.
🔗 Quick Links
Resource
Link
📄 Paper
Springer DOI
🐙 GitHub Repository
Traffic-Sign-Recognition-Bangladesh-BIM
📊 Kaggle Dataset
BTSR-13 on Kaggle
📚 Full Documentation
Dataset Info
🇧🇩 Dataset Overview
BTSR-13 consists of 8,386 images of 13 diverse traffic… See the full description on the dataset page: https://huggingface.co/datasets/musfiqurtuhin/BTSR-13.