datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
planespotting
Dataset Card for Planespotting Dataset
Dataset Summary
This dataset contains a collection of aircraft images for object detection purposes, focused specifically on amateur photography taken with ordinary smartphones or low-quality airport cameras. The dataset includes approximately 10,000 images with machine-generated annotations in YOLO format for identifying aircraft in various contexts. The primary goal is to detect aircraft on approach, often appearing as small dots… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/planespotting.fetal-planes-classification-dataset-main
Fetal_Planes_DB
Burgos-Artizzu, X.P., Coronado-Gutiérrez, D., Valenzuela-Alcaraz, B. et al. Evaluation of deep convolutional neural networks for automatic classification of common maternal fetal ultrasound planes. Sci Rep 10, 10200 (2020). https://doi.org/10.1038/s41598-020-67076-5
Data Description
A large dataset of routinely acquired maternal-fetal screening ultrasound images collected from two different hospitals by several operators and ultrasound machines.… See the full description on the dataset page: https://huggingface.co/datasets/Marc-HealthAI/fetal-planes-classification-dataset-main.fetal-planes-classification-dataset-zenodoafrican-planes-classification-dataset
Maternal fetal ultrasound planes from low-resource imaging settings in five African countries
This resource is a dataset of routinely acquired maternal-fetal screening ultrasound images collected in five centers of five countries in Africa (Malawi, Egypt, Uganda, Ghana and Algeria) that is associated to the journal article Sendra-Bacells et al. "Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries", Scientific… See the full description on the dataset page: https://huggingface.co/datasets/Marc-HealthAI/african-planes-classification-dataset.fetal-planes-classification-dataset-zenodo
Fetal_Planes_DB
Burgos-Artizzu, X.P., Coronado-Gutiérrez, D., Valenzuela-Alcaraz, B. et al. Evaluation of deep convolutional neural networks for automatic classification of common maternal fetal ultrasound planes. Sci Rep 10, 10200 (2020). https://doi.org/10.1038/s41598-020-67076-5
Data Description
A large dataset of routinely acquired maternal-fetal screening ultrasound images collected from two different hospitals by several operators and ultrasound machines.… See the full description on the dataset page: https://huggingface.co/datasets/ERO26/fetal-planes-classification-dataset-zenodo.FETAL_PLANES_6CFetal_Planes_DBFetalVision-Fetal-Planes
FetalVision Patient-Safe Fetal Planes
Quick links
Trained models and ensemble
Training source code
Private working copy of FETAL_PLANES_DB prepared for the FetalVision project. Exact duplicates and conflicting byte-identical labels were removed, then patients were assigned exclusively to train, validation or test to prevent leakage.
Splits
Split
Images
Patients
train
8,290
1,254
validation
1,783
269
test
1,843
269
Total: 11,916… See the full description on the dataset page: https://huggingface.co/datasets/Tiendat88/FetalVision-Fetal-Planes.Fetal_Planes_DB_E6cars_vs_planesplanes_vs_carsplanes_splittedplanesfetal-planes-db
Fetal Planes DB
A mirror of FETAL_PLANES_DB: 12,400 routinely-acquired maternal-fetal
screening ultrasound images from two hospitals, captured by several operators on several machines and manually
labelled by an expert maternal-fetal clinician.
Contents
Field
Description
image
The ultrasound image
Plane
Abdomen, Brain, Femur, Thorax, Maternal cervix, Other
Brain_plane
Trans-thalamic, Trans-cerebellum, Trans-ventricular, Other, Not A Brain… See the full description on the dataset page: https://huggingface.co/datasets/shr3m/fetal-planes-db.planes