Datasets › CIMAT-Cyclist
CIMAT-Cyclist
This provides a benchmark for cyclist's orientation detection, "CIMAT-Cyclist" with bounding box based labels according to eight different classes depending on the orientation. Which contains 11, 103 images, of which 6,605 images were collected in approximately 450 videos and images taken from sports events and the streets of the state of Zacatecas, Mexico, while 4,498 additional images were obtained from the web in pages such as pixabay, pexels, freephotos, among others. "CIMAT-Cyclist" provide 20,229 instances over 11,103 cyclist's images, where 80% of the images were split for the training set and 20% for the test set.
Cyclists are divided into 8 classes according to orientation: CyclistN, CyclistNE, cyclistE, cyclistSE, cyclistS, cyclistSW, cyclistW and cyclistNW.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| 2D Cyclist Detection | CIMAT-Cyclist | SSD InceptionV2 mAP@0.50 0.918 | On the safety of vulnerable road users by cyclist... | — | 2 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 2. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| On the safety of vulnerable road users by cyclist orientation detection using Deep Learning | 0 | 2 | 25 Apr 2020 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
CC BY-NC-ND
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- CIMAT-Cyclist
1 variant name, as the archive lists them.
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