baizhanquan/FireDetectionDataset-flame-indoor-characteristic-flame-barman

Characteristic Flame Source: Candle, Lighter and Match

Taxonomy paths:

• FireDetectionDataset/flame/indoor/candle_flame
• FireDetectionDataset/flame/indoor/lighter_flame
• FireDetectionDataset/flame/indoor/match_flame

Source

• Kaggle: Flame Dataset (Candle, Lighter, Match Stick Flames)
• Publisher: Sreemanta Barman
• Source version: 1
• Retrieved: 2026-08-20
• Kaggle license: CC BY-NC-SA 4.0
• Embedded Roboflow project: flame-bd9xu/fire-detection-gvj54, version 5

The embedded data.yaml says CC BY 4.0, while the Kaggle distribution page says CC BY-NC-SA 4.0. This mirror conservatively applies the more restrictive Kaggle license. Commercial training is not permitted without separate permission.

Structure audit

• 8,452 JPEG images
• 8,322 paired YOLO label files
• 130 images without label files, treated as negative candidates
• One source class: 0=Fire; project mapping: 0=flame
• Splits: 7,907 train, 444 validation, 101 test
• ZIP path-safety check: passed

The archive is preserved without re-splitting because filenames do not reliably identify candle, lighter, or match scenes. Scene subtype assignment, duplicate removal, visual label review, and train/validation/test leakage review are required before training use.

Files

• archive.zip: unchanged Kaggle version 1 distribution
• data.yaml: YOLO dataset definition extracted from the archive for inspection
• source_manifest.yaml: provenance, license, counts, and admission state