datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Pleural-Line-Segmentation-Masks
Pleural-Line Masks with Stanford LUS Frames
Dataset Summary
This dataset contains pleural-line masks and their corresponding lung-ultrasound frames for anatomy-guided video classification.
The mask set includes:
masks created by four human annotators via sam2 model point promting and video aggregation;
masks predicted by a U-Net and subsequently reviewed and validated; and
the metadata required to reproduce the training pipeline.
The ultrasound frames originate… See the full description on the dataset page: https://huggingface.co/datasets/alyaalmsouti/Pleural-Line-Segmentation-Masks.Anime-LineArt-Dataset
Anime Lineart Sketch Dataset
Dataset Summary
This dataset contains high-quality lineart sketch images automatically extracted from raw anime images using the LineartAnimeDetector model from ControlNet Annotators (lllyasviel/Annotators).
It is designed to support research and development in:
Anime-style sketch generation
Text-to-sketch pipelines
ControlNet conditioning
Sketch-to-image and image-to-sketch translation
The raw source images are sourced from the Anime Images… See the full description on the dataset page: https://huggingface.co/datasets/ityizNola/Anime-LineArt-Dataset.real01b-routing-d1-umirel-lineage-15arm-heldout-sobol50-s2026090701This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 15,
"features": {
"observation.state": {
"dtype": "float32",
"shape": [
7
],
"names": [
"cart_pos_x",
"cart_pos_y",
"cart_pos_z",
"cart_rot_x",
"cart_rot_y",
"cart_rot_z"… See the full description on the dataset page: https://huggingface.co/datasets/ankile/real01b-routing-d1-umirel-lineage-15arm-heldout-sobol50-s2026090701.c4-pt-randMore35M-part04-deduplicated-128000-no-digit-split-mask-train-15003771-lines
Dataset Card for "c4-pt-randMore35M-part04-deduplicated-128000-no-digit-split-mask-train-15003771-lines"
More Information needed
linear-ceiling-e9s-2026-09-13
linear-ceiling — E9 scaled short cell backup (transport only, not evidence)
The verified home mirror of results/e9s/ from the E9 scaled short cell sitting of 2026-09-14 UTC (linear-ceiling entry
0037, runbook docs/2026-09-13-e9s-gpu-runbook.md): 0029's 25 handoffs re-rendered under 0036's YaRN 2.5 receiver.
Laid out so hf download --repo-type dataset --local-dir <root> reconstructs it with no translation: results/e9s/ at
the root, plus the gitignored upstream mapper the… See the full description on the dataset page: https://huggingface.co/datasets/hossainpazooki/linear-ceiling-e9s-2026-09-13.glyph_machina_medieval_lines
glyph_machina_medieval_lines
Noisy HTR pretraining set: text-line crops from pre-Elizabeth-I English legal
manuscripts (AALT scans), with machine-generated transcriptions (confidence
prefixes stripped, confidence-filtered upstream). Line images are dewarped,
background-subtracted, inverted, 64 px tall.
Format: page-grouped WebDataset
data/*.tar are WebDataset shards (~1 GB each). One sample = one page.
For a page whose key is e.g.… See the full description on the dataset page: https://huggingface.co/datasets/mzzhang2014/glyph_machina_medieval_lines.bybit-linear-perps-xlmusdtbybit-linear-perps-suiusdtIAM-line
IAM - line level
Dataset Summary
The IAM Handwriting Database contains forms of handwritten English text which can be used to train and test handwritten text recognizers and to perform writer identification and verification experiments.
Note that all images are resized to a fixed height of 128 pixels.
Languages
All the documents in the dataset are written in English.
Dataset Structure
Data Instances
{
'image':… See the full description on the dataset page: https://huggingface.co/datasets/Teklia/IAM-line.deception-activationssandbagging-activationssycophancy-activationsbybit-linear-perps-injusdtUNS-SSDS-2025Dataset from UNS SSDS 2025 Competition
bybit-linear-perps-xrpusdtocr-pl-lines
ocr-pl-lines
Syntetyczny zbiór linii tekstu po polsku do fine-tuningu OCR (TrOCR).
Pary NNNNN.png (obraz linii) + NNNNN.txt (transkrypcja).
Struktura
train/ — 2000 par (seed 42)
val/ — 200 par (seed 123)
Generowanie
OCR_engine —
python -m training.generate_synthetic
Korpus: zdania potoczne i urzędowe, domeny (faktury, umowy, medyczne,
prawnicze), losowe daty/kwoty/adresy/NIP/PESEL, zdania z pl.wikipedia.org.
Augmentacje: pochylenie, blur, szum… See the full description on the dataset page: https://huggingface.co/datasets/PiotrSty/ocr-pl-lines.Galbot_G1_line_trash_can_4
Galbot_G1_line_trash_can_4
Dataset Description
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
Task Preview
View Video Directly
Overview
Total Episodes: 256
Total Frames: 570705
FPS: 30
Dataset Size: 21.95 GB
Robot Name: Galbot_G1
End-Effector Type: two_finger_end_effector
Teleoperation Type: master_arm
Sensors: cam_right_head_rgb,
cam_left_head_rgb,
cam_right_wrist_rgb… See the full description on the dataset page: https://huggingface.co/datasets/RoboCOIN/Galbot_G1_line_trash_can_4.Galbot_G1_line_trash_can
Galbot_G1_line_trash_can
Dataset Description
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
Task Preview
View Video Directly
Overview
Total Episodes: 422
Total Frames: 490157
FPS: 30
Dataset Size: 19.43 GB
Robot Name: Galbot_G1
End-Effector Type: two_finger_end_effector
Teleoperation Type: master_arm
Sensors: cam_right_head_rgb,
cam_left_head_rgb,
cam_right_wrist_rgb… See the full description on the dataset page: https://huggingface.co/datasets/RoboCOIN/Galbot_G1_line_trash_can.bybit-linear-perps-solusdtbybit-linear-perps-linkusdtsimpsons_script_linesbybit-linear-perps-dogeusdtGalbot_G1_line_trash_can_3
Galbot_G1_line_trash_can_3
Dataset Description
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
Task Preview
View Video Directly
Overview
Total Episodes: 277
Total Frames: 612547
FPS: 30
Dataset Size: 19.24 GB
Robot Name: Galbot_G1
End-Effector Type: two_finger_end_effector
Teleoperation Type: master_arm
Sensors: cam_right_head_rgb,
cam_left_head_rgb,
cam_right_wrist_rgb… See the full description on the dataset page: https://huggingface.co/datasets/RoboCOIN/Galbot_G1_line_trash_can_3.bybit-linear-perps-wifusdtbybit-linear-perps-trxusdttelugu-synthetic-line-imagesbybit-linear-perps-crvusdtPELLET-Casimir-Marius-line
PELLET Casimir Marius - Line level
Dataset Summary
The PELLET Casimir Marius dataset includes 100 annotated French letters written between 1914 and 1918.
Annotations were done at line-level and all images do not have any text.
Note that all images are resized to a fixed height of 128 pixels.
Languages
All the documents in the dataset are written in French.
Dataset Structure
Data Instances
{
'image': <PIL.JpegImagePlugin.JpegImageFile… See the full description on the dataset page: https://huggingface.co/datasets/Teklia/PELLET-Casimir-Marius-line.bybit-linear-perps-taousdtbybit-linear-perps-adausdt