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ShareScore release 0.9.0
Dataset results
2 results for “Zebra Crossing”
CDSet: Crosswalk DataSet for Zebra Crossing Detection
<p>This dataset is a collection of crosswalk (zebra crossing) images collected on vehicle-mounted cameras, used to study advanced neural network algorithms for crosswalk detection and analysis of car crossing behavior.</p> <p>The dataset contains 3434 images, including real scenes such as daytime, rainy days, occlusion, deformation, truncation, night, damaged, dazzling, etc. The targets includes two categories: crosswalk and guide arrows. The dataset is divided into 3080 training sets and 354 test sets. In addition, this dataset also provides additional 1770 images labeled with or without crosswalk for testing.</p> <p>The correspoding paper is CDNet: a real-time and robust crosstalk detection network on Jetson nano based on YOLOv5, which can be found in <a href="https://doi.org/10.1007/s00521-022-07007-9">doi: 10.1007/s00521-022-07007-9</a> (<a href="https://rdcu.be/cHuc8">Read Paper</a>). The benchmark model is based on the previous SOTA model YOLOv5 and has undergone multiple improvements such as ROI, SE, NST, SSVM, Synthetic Fog, etc. The open source code can be found on <a href="https://github.com/zhangzhengde0225/CDNet">Github-CDNet</a>.</p> <p> </p>
FIGURE 4. Nannocharax zebra, MRAC 87-24-P-87, 40.7 in Description of two new species of Nannocharax Günther, 1867 (Teleostei: Characiformes: Distichodontidae) from the Cross River, Cameroon
FIGURE 4. Nannocharax zebra, MRAC 87-24-P-87, 40.7 mm SL, Nigeria, Sombreiro River at Odieke, showing preserved coloration in alcohol.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.