datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
africa-synth-aid-flows-medical-multimodal-fracture-all
Africa Synth Aid Flows Medical Multimodal Fracture All | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: json - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-aid-flows-medical-multimodal-fracture-all.wcsph_flows_no_slip
Description
This dataset contains a set of example simulations using WCSPH simulated with diffSPH. A matching dataloader is contained in the SFBC package
Simulation Setup
The general simulation setup:
Domain Size: $1[m]\times 1[m]$ ($[-0.5, 0.5]^2$)
Particle Count: $128 \times 128 = 16384$
Particle size: $1/ (128\times 128) = 0.000061035[m^2]$
Neighborhood Size: $45.228$ neighbors per particle
Rest Density: $1000 [kg/m^2]$
Timestepping: Fixed $\Delta t = 1 [ms]$… See the full description on the dataset page: https://huggingface.co/datasets/Wi-Re/wcsph_flows_no_slip.wcsph_flows
Description
This dataset contains a set of example simulations using WCSPH simulated with diffSPH. A matching dataloader is contained in the SFBC package
Simulation Setup
The general simulation setup:
Domain Size: $1[m]\times 1[m]$ ($[-0.5, 0.5]^2$)
Particle Count: $128 \times 128 = 16384$
Particle size: $1/ (128\times 128) = 0.000061035[m^2]$
Neighborhood Size: $45.228$ neighbors per particle
Rest Density: $1000 [kg/m^2]$
Timestepping: Fixed $\Delta t = 1 [ms]$… See the full description on the dataset page: https://huggingface.co/datasets/Wi-Re/wcsph_flows.stride-architecture-flows-v1
STRIDE Architecture Flow Detection Dataset (AWS & Azure)
📌 Overview
This dataset was created to detect flow arrows in cloud architecture diagrams (AWS and Azure),
supporting automated STRIDE threat modeling.
Unlike the component dataset (nodes), this dataset focuses on identifying communication flows
between architectural elements using bounding boxes and keypoints.
Each arrow is annotated with:
Bounding box (flow_arrow)
Two keypoints:
tail (source)
tip (destination)… See the full description on the dataset page: https://huggingface.co/datasets/guillherms/stride-architecture-flows-v1.africa-synth-aid-flows-brain-tumor-mri-colorized-ehr-all
Brain Tumor (MRI) Detection Colourized with EHR | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: not declared - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-aid-flows-brain-tumor-mri-colorized-ehr-all.africa-synth-trade-intra-continental-trade-flows-all
African Intra-Continental Trade Flows | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-trade-intra-continental-trade-flows-all.Unified-VideoDA-Generated-FlowsOptical flows associated with our work "We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation Baseline"
See the github for full instructions, but to install run
git lfs install
git clone https://huggingface.co/datasets/hoffman-lab/Unified-VideoDA-Generated-Flows
FlowSteer100
FlowSteer100
Benchmark dataset for zero-shot image restoration with FlowSteer (CVPR 2026 - Findings track).
Interactive and visual comparisons are in the Project page
Contains 100 ground truth images for four tasks:
Super-resolution (4×)
Deblurring
Denoising
Colorization
Usage
Used to evaluate FlowSteer in the paper.
To simulate the forward models that simulate the degradations, and the code for FlowSteer, see the GitHub repo .
License
CC BY 4.0… See the full description on the dataset page: https://huggingface.co/datasets/lwickrem/FlowSteer100.