data-curation
patho-ssl-data-curation
Revisiting Automatic Data Curation for Vision Foundation Models in Digital Pathology
Abstract Vision foundation models (FMs) are accelerating the devel- opment of digital pathology algorithms and transforming biomedical research. These models learn, in a self-supervised manner, to represent histological features in highly heterogeneous tiles extracted from whole-slide images (WSIs) of real-world patient samples. The performance of these FMs is significantly influenced by the size… See the full description on the dataset page: https://huggingface.co/datasets/swiss-ai/patho-ssl-data-curation.Data-Curation-for-Visual-AI-Module-4-VisDrone
Dataset Card for 2024.10.06.22.04.02
This is a FiftyOne dataset with 8629 samples.
Installation
If you haven't already, install FiftyOne:
pip install -U fiftyone
Usage
import fiftyone as fo
from fiftyone.utils.huggingface import load_from_hub
# Load the dataset
# Note: other available arguments include 'max_samples', etc
dataset = load_from_hub("dgural/Data-Curation-for-Visual-AI-Module-4-VisDrone")
# Launch the App
session = fo.launch_app(dataset)… See the full description on the dataset page: https://huggingface.co/datasets/dgural/Data-Curation-for-Visual-AI-Module-4-VisDrone.Data-Curation-for-Visual-AI-Module-5-VisDrone
Dataset Card for Voxel51/VisDrone2019-DET
This is a FiftyOne dataset with 8629 samples.
Installation
If you haven't already, install FiftyOne:
pip install -U fiftyone
Usage
import fiftyone as fo
from fiftyone.utils.huggingface import load_from_hub
# Load the dataset
# Note: other available arguments include 'max_samples', etc
dataset = load_from_hub("dgural/Data-Curation-for-Visual-AI-Module-5-VisDrone")
# Launch the App
session =… See the full description on the dataset page: https://huggingface.co/datasets/dgural/Data-Curation-for-Visual-AI-Module-5-VisDrone.datacuration-verldatacuration-verl-filterdatacuration-pool-sample