datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
sentinelng-data-crop-corn
SentinelNG Corn Crop Dataset
This repository is a corn-focused image dataset for SentinelNG crop-health or disease-classification experiments. The published tree is organized as image-folder data with corn-related class directories.
Recommended loading and evaluation
Use an image-folder loader after checking the class names and image quality. Keep images from the same field, plant, or capture session in a single split where possible. Report per-class precision… See the full description on the dataset page: https://huggingface.co/datasets/MR-CODESPIKE/sentinelng-data-crop-corn.transpace-playroom-drjohnson
TranSpace — playroom_drjohnson data pack
Data for the released demo of:
TranSpace: Progressive Anchoring for Metric-Consistent Scene Synthesis
Hyeshim Kim, Taehei Kim*, Jihun Shin*, Hyeonjin Kim, Sung-Hee Lee — *equal contribution
KAIST · ACM Multimedia 2026 (MM '26)
doi:10.1145/3767308.3836316
Code: https://github.com/codeshim/transpace
TranSpace synthesizes the transition geometry between two separately captured
indoor scenes. This pack contains everything the pipeline needs… See the full description on the dataset page: https://huggingface.co/datasets/codeshim/transpace-playroom-drjohnson.broken-qr-codes-104
Broken QR Codes (104)
104 real QR code images that ordinary decoders fail on, with byte-level ground
truth where it could be established, geometric annotations, and per-image results
for eight reference decoders.
This is a test set, not a training set. It exists to make QR decoder claims
falsifiable: every image here was collected because something failed on it, so
the distribution is deliberately adversarial rather than representative.
Why this is hard
59 of the… See the full description on the dataset page: https://huggingface.co/datasets/devmandan/broken-qr-codes-104.plastic-recycling-codesPlastic recycling codes
sentinelng-data-crop
SentinelNG Crop Image Dataset
This repository contains image-folder resources for crop or plant-disease classification in the SentinelNG project. Use the directory structure and class folders as the source of truth for the currently published categories.
Reproducible use
Inspect image dimensions, formats, duplicate content, and class distribution before training. Split by plant, field, or source collection where that information exists, rather than relying only on… See the full description on the dataset page: https://huggingface.co/datasets/MR-CODESPIKE/sentinelng-data-crop.fao-species-codes-handwritten-small
FAO Species Codes Handwritten Dataset
This dataset contains images of handwritten FAO species codes.
The collection includes 600 samples of 121 distinct species codes (roughly 5 samples per species)
These species codes are focused on those most common in the Western and Central Pacific Ocean.
Contact
For queries or collaborations related to this dataset, contact corey.cole+ocr@gmail.com
Datset Creation
Purpose
This dataset was created to enable the… See the full description on the dataset page: https://huggingface.co/datasets/coredog64/fao-species-codes-handwritten-small.dm-codes
DM codes dataset
The dataset contains photos of Data Matrix (DM) codes and their annotations. The photos were taken on an iPhone and annotated manually by a human.
The annotations contain text, which is encoded in the DM code and the pixel coordinates of the DM code vertices.
The vertices are: tl = top left, tr = top right, br = bottom right, bl = bottom left.
Attribute is_clean specifies whether the DM code on the image is expected to be easily readable. For every DM code, there is… See the full description on the dataset page: https://huggingface.co/datasets/shortery/dm-codes.clockface-synth-dataset-10k
clockface-synth
Rendered analog clocks with exact times. Training data for
clockface, a small model that reads a
clock face and returns the time.
The label is exact by construction. Blender is told where to put the hands,
so the time is known to arbitrary precision and there is no annotation step and
no annotation error. That property is the reason this project is tractable.
These are renders, not photographs. A score measured on this data is training
telemetry, never a result.… See the full description on the dataset page: https://huggingface.co/datasets/lyte-codes/clockface-synth-dataset-10k.sentinelng-data-security
SentinelNG Security Image Dataset
This dataset contains security-related image examples arranged by category. The current tree includes satellite or remote-sensing images under categories such as fire_hotspot, illegal_camp, and oil_vandalism.
Suggested workflow
Use an image-folder loader, inspect class balance and file formats, and split by source or scene where possible to reduce leakage. Document the geographic coverage, image provenance, labeling rules… See the full description on the dataset page: https://huggingface.co/datasets/MR-CODESPIKE/sentinelng-data-security.sentinelng-data-health
SentinelNG Health Image Dataset
This dataset contains image-folder resources for health-related classification or screening experiments in SentinelNG. The repository is organized as image data rather than application code.
Use and handling
Treat the directory labels as class identifiers only after inspecting the complete tree and associated provenance. Build explicit train/validation/test splits that prevent near-duplicate or patient-linked images from crossing… See the full description on the dataset page: https://huggingface.co/datasets/MR-CODESPIKE/sentinelng-data-health.qr_globalosworld_tasks_filesocr_samplecub200-images-codes-embeddingsanimation_spritesplastic-recycling-codesPlastic recycling codes
cub200-images-codesplastic-recycling-codesPlastic recycling codes
cord-v2nigeria-disease-datasets
Nigeria Disease Datasets
This repository contains image-folder datasets for crop, animal, and human-health disease classification. The published tree is organized by domain and category, including animal conditions such as cattle lumpy skin disease and poultry diseases, crop conditions for cassava and maize, and human dermatology categories.
Dataset organization
Domain
Examples represented in the tree
Animal
Cattle and poultry disease/healthy… See the full description on the dataset page: https://huggingface.co/datasets/MR-CODESPIKE/nigeria-disease-datasets.2446357f-352a-4eb9-9391-5857314450a4ac017005-a528-481c-8306-2dac4d079b8b29108289-60c3-4d5b-972a-c7235251f2ecc2fcfa72-b6d7-4b3e-9563-6894cdc29276