datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
nornikel-metallurgy-rag-index
Nornikel Metallurgy RAG Knowledge Base (для векторного индекса)
Дедуплицированный корпус текстовых фрагментов (и связанных изображений) из
технической базы знаний по металлургии/горному делу/обогащению — источник
для построения векторного индекса (Annoy) в пайплайне RAG.
Индекс НЕ включён в этот репозиторий — эмбеддинги и Annoy-индекс
строятся во время выполнения ноутбука Google Colab (на GPU, это быстрее,
чем на CPU), используя corpus.jsonl как исходные данные. Модель… See the full description on the dataset page: https://huggingface.co/datasets/brics-edtech/nornikel-metallurgy-rag-index.metallicrouge
Bangumi Image Base of Metallic Rouge
This is the image base of bangumi Metallic Rouge, we detected 40 characters, 3154 images in total. The full dataset is here.
Please note that these image bases are not guaranteed to be 100% cleaned, they may be noisy actual. If you intend to manually train models using this dataset, we recommend performing necessary preprocessing on the downloaded dataset to eliminate potential noisy samples (approximately 1% probability).
Here is the… See the full description on the dataset page: https://huggingface.co/datasets/BangumiBase/metallicrouge.nornikel-metallurgy-vl-dataset
Nornikel Metallurgy VL Dataset (SFT / DPO / GRPO)
Датасет для дообучения мультимодальной модели Qwen3-VL по схеме
SFT → DPO → GRPO в предметной области металлургии, горного дела и
обогащения полезных ископаемых. Построен из корпуса технических документов
(PDF-книги/сборники, DOCX-отчёты, PPTX-презентации, XLSX-таблицы) и
изображений (схемы, диаграммы, таблицы).
Конфигурации (config_name)
config
train
validation
назначение
sft
111 351
12 372… See the full description on the dataset page: https://huggingface.co/datasets/brics-edtech/nornikel-metallurgy-vl-dataset.OD_MetalDAM
Dataset Card for OD_MetalDAM
The OD_MetalDAM (Metallography Dataset from Additive Manufacturing) is a specialized computer vision dataset containing 42 high-resolution scanning electron microscope (SEM) images of metal microstructures from additive manufacturing processes.
Each image includes pixel-level semantic segmentation masks identifying five distinct metallurgical phases and features: Matrix, Austenite, Martensite/Austenite, Precipitate, and Defects.
This is a FiftyOne… See the full description on the dataset page: https://huggingface.co/datasets/Voxel51/OD_MetalDAM.mvtec-ad-metal-nut
MVTec AD - Metal Nut Dataset
Metal nut subset from MVTec Anomaly Detection dataset.
Defect Types
bent, color, flip, scratch
AU-ROC: 99.7% (EfficientAD medium)
solar-panel-inspectionmetalex
MetaLex
MetaLex is a benchmark for testing literal-to-figurative grounding in vision-language models. Each item pairs a lexicalised metaphor with a literal textual paraphrase, a literal image of the metaphor's constituents, and multiple-choice figurative meanings.
Task
Given either a literal text description, a literal image, or both, a model must recover the conventional figurative meaning of the metaphor.
Example:
{
"id": "metalex_000000",
"metaphor": "couch potato"… See the full description on the dataset page: https://huggingface.co/datasets/metalex001/metalex.album-covers-rock-metal-blip10132025_human_demonstrations_metalwoodspat_plaintable_pickThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": null,
"total_episodes": 155,
"total_frames": 18807,
"total_tasks": 1,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:155"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path": null,
"features": {… See the full description on the dataset page: https://huggingface.co/datasets/rli14/10132025_human_demonstrations_metalwoodspat_plaintable_pick.danielMetalDam_NoBright_Augmented_Cropped
Dataset Card for "MetalDam_NoBright_Augmented_Cropped"
More Information needed
test
Hello!
MetalDam_Train_Augmented_Cropped
Dataset Card for "MetalDam_Train_Augmented_Cropped"
More Information needed
Geotagged_France_Panoramas
Dataset
USA_100_Panos
Dataset
metal_album_covers
Dataset with 256x256 metal album covers.
I took the data from: https://www.kaggle.com/datasets/benjamnmachn/metal-albums-artwork
Dataset has 12813 images of 256x256 resolution.
Text description of image is: "<Band> - <Album Name>"
MetalDam_Augmented_Cropped
Dataset Card for "MetalDam_Augmented_Cropped"
More Information needed
synth_med_ocr_datasetMetalDam_Base
Dataset Card for "MetalDam_Base"
More Information needed
metal_scrap_dataset
Metal Scrap Dataset
Overview
This dataset contains synthetic images of metal scraps, categorized into three grades based on quality and recyclability. The images were generated using Stable Diffusion and augmented to enhance variety and robustness for machine learning tasks.
Dataset Details
Total Images: ~13,895 (after augmentation)
Categories:
Grade A: 5,085 images (1,017 original) - Clean, rust-free metals.
Grade B: 5,570 images (1,114 original) - Lightly… See the full description on the dataset page: https://huggingface.co/datasets/gogul004/metal_scrap_dataset.MetalDam_Cropped
Dataset Card for "MetalDam_Cropped"
More Information needed
USA_2500_Panos
Dataset
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Dataset Details
Dataset Description
Curated by: [More Information Needed]
Funded by [optional]: [More Information Needed]
Shared by [optional]: [More Information Needed]
Language(s) (NLP): [More Information Needed]
License: [More Information Needed]
Dataset Sources [optional]
Repository: [More Information… See the full description on the dataset page: https://huggingface.co/datasets/metaltiger775/USA_2500_Panos.Geotagged_Chicago_PanoramasMetalensDataLiquid-Metal-sdxl-lora-training-datatraining data provided by https://civitai.com/models/1529052/liquid-metal
used in: https://huggingface.co/GeorgyGUF/Liquid-Metal-sdxl-lora
metal_scrap_dataset
Metal Scrap Dataset
Overview
This dataset contains synthetic images of metal scraps, categorized into three grades based on quality and recyclability. The images were generated using Stable Diffusion and augmented to enhance variety and robustness for machine learning tasks.
Dataset Details
Total Images: ~13,895 (after augmentation)
Categories:
Grade A: 5,085 images (1,017 original) - Clean, rust-free metals.
Grade B: 5,570 images (1,114 original) - Lightly… See the full description on the dataset page: https://huggingface.co/datasets/iDharshan/metal_scrap_dataset.metalBlue_Retro_Metal_3D_Fontautorenders_metal_nutsUSA_100_Panos_v2
Dataset