VISEM-Tracking
visem-tracking-graphs
VISEM-Tracking-graphs - HuggingFace Repository
This HuggingFace repository contains the pre-generated graphs for the sperm video dataset called VISEM-Tracking (https://huggingface.co/papers/2212.02842) . The graphs represent spatial and temporal relationships between sperm in a video. Spatial edges connect sperms within the same frame, while temporal edges connect sperms across different frames.
The graphs have been generated with varying spatial threshold values: 0.1, 0.2, 0.3, 0.4… See the full description on the dataset page: https://huggingface.co/datasets/SimulaMet-HOST/visem-tracking-graphs.VISEM-Tracking
Dataset Card for VISEM-Tracking
Dataset Summary
VISEM-Tracking is a dataset of human spermatozoa tracking, featuring 20 video recordings of 30 seconds each, captured from wet semen preparations. The dataset contains 29,196 frames with manually annotated bounding-box coordinates and a set of sperm characteristics analyzed by domain experts. In addition to the labeled dataset, unlabeled videos are provided to enable research in self-supervised learning. This dataset serves… See the full description on the dataset page: https://huggingface.co/datasets/sperm-net/VISEM-Tracking.VISEM-Tracking
Dataset Card for VISEM-Tracking
Dataset Summary
VISEM-Tracking is a dataset of human spermatozoa tracking, featuring 20 video recordings of 30 seconds each, captured from wet semen preparations. The dataset contains 29,196 frames with manually annotated bounding-box coordinates and a set of sperm characteristics analyzed by domain experts. In addition to the labeled dataset, unlabeled videos are provided to enable research in self-supervised learning. This dataset… See the full description on the dataset page: https://huggingface.co/datasets/LandyJJ/VISEM-Tracking.VISEM-Tracking
To use this dataset for your research, please cite the following preprint. Full-paper will be available soon.
Preprint
Citation:
@article{thambawita2022visem,
title={VISEM-Tracking: Human Spermatozoa Tracking Dataset},
author={Thambawita, Vajira and Hicks, Steven A and Stor{\aa}s, Andrea M and Nguyen, Thu and Andersen, Jorunn M and Witczak, Oliwia and Haugen, Trine B and Hammer, Hugo L, and Halvorsen, P{\aa}l and Riegler, Michael A},
journal={arXiv preprint… See the full description on the dataset page: https://huggingface.co/datasets/SimulaMet-HOST/VISEM-Tracking.VISEM-Tracking-Plus