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Traffic Signs Dataset in YOLO format dataset by valentynsichkar
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Dataset

Traffic Signs Dataset in YOLO format

by valentynsichkar hf-dataset--valentynsichkar--traffic-signs-dataset-in-yolo-format
Nexus Index
27.0 Top 1%
P / V / C / U Breakdown Calibration Pending

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Tech Context
Vital Performance
0 DL / 30D
0.0%

Annotations of bounding boxes in txt files next to every image

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Data Integrity 27 FNI Score
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Dataset Information Summary
Entity Passport
Registry ID hf-dataset--valentynsichkar--traffic-signs-dataset-in-yolo-format
License Other (specified in description)
Provider kaggle
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Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset__valentynsichkar__traffic_signs_dataset_in_yolo_format,
  author = {valentynsichkar},
  title = {Traffic Signs Dataset in YOLO format Dataset},
  year = {2026},
  howpublished = {\url{https://www.kaggle.com/datasets/valentynsichkar/traffic-signs-dataset-in-yolo-format}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
valentynsichkar. (2026). Traffic Signs Dataset in YOLO format [Dataset]. Free2AITools. https://www.kaggle.com/datasets/valentynsichkar/traffic-signs-dataset-in-yolo-format

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⚖ī¸ Nexus Index V16.5

Methodology Index Protocol
27.0
ESTIMATED IMPACT TIER
Popularity (P) 0
Freshness (F) 0
Completeness (C) 0
Utility (U) 0

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The Free2AITools Nexus Index for Traffic Signs Dataset in YOLO format aggregates Popularity (P:0), Freshness (F:0), and Completeness (C:0). The Utility score (U:0) represents deployment readiness and ecosystem adoption.

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Likes
158

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Dataset Specification

Annotations of bounding boxes in txt files next to every image

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HuggingFace Hub
158Likes
21.9KDownloads
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🆔 Identity & Source

id
hf-dataset--valentynsichkar--traffic-signs-dataset-in-yolo-format
source
kaggle
author
valentynsichkar
license
Other (specified in description)
tags
[object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object][object Object]

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null

📊 Engagement & Metrics

likes
158
downloads
21,942

Free2AITools Constitutional Data Pipeline: Curated disclosure mode active. (V15.x Standard)