Imaging · dataset · 2025
UniParser/EM3M
Listed in Hugging Face Datasets
EM3M Overview of the UniEM-3M dataset. 📘 Dataset
Description
Summary
UniEM-3M is the first large-scale multimodal electron microscopy (EM) dataset for instance-level microstructural understanding, which is proposed in our paper "UniEM-3M: A Universal Electron Micrograph Dataset for Microstructural Segmentation and Generation". It provides high-resolution electron micrographs with expert-curated annotations and textual descriptions, aiming to accelerate research in… See the full description on the dataset page: huggingface.co/datasets/UniParser/EM3M.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/UniParser/EM3M ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2508.16239 arxiv.org/abs/2508.16239 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/UniParser/EM3M ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · image segmentation · image to text · text · text to image
- From keywords
- Computer Science & AI · Materials Science
- Inferred from text
- Microscopy 75%
Provenance · 1 source records, 15 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | UniParser/EM3M | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['Materials'] |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:microscopy | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:image-segmentation | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:image-to-text | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-to-image | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |