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dfhjs2577/japanese-aerial-fireworks-v2

🎆 NEW: Curated 1,000 Wide Pack (Commercial License) For commercial AI/ML training, check out the Hanabi AI Dataset v1: Wide Pack — Curated 1,000 — a carefully selected subset with detailed structured annotations: ✅ 1,000 hand-curated 4K images (vs 2,557 raw images here) ✅ Structured AI annotations (composition, mood, color, EXIF, English notes) ✅ Sample PyTorch loader, attribute filter, caption generator ✅ Perpetual Commercial License (Japanese law) ✅ Optimized for Stable… See the full description on the dataset page: https://huggingface.co/datasets/dfhjs2577/japanese-aerial-fireworks-v2.

sourceHugging Facecc-by-nc-4.0updated 4mo agoView on Hugging Face
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Dataset Card

🎆 NEW: Curated 1,000 Wide Pack (Commercial License)

For commercial AI/ML training, check out the Hanabi AI Dataset v1: Wide Pack — Curated 1,000 — a carefully selected subset with detailed structured annotations:

  • —✅ 1,000 hand-curated 4K images (vs 2,557 raw images here)
  • —✅ Structured AI annotations (composition, mood, color, EXIF, English notes)
  • —✅ Sample PyTorch loader, attribute filter, caption generator
  • —✅ Perpetual Commercial License (Japanese law)
  • —✅ Optimized for Stable Diffusion / FLUX LoRA fine-tuning

→ [Get the Curated Pack on PayHip ($499)](https://payhip.com/b/BVhq6)

Use code `LAUNCH50` for $50 off (first 10 buyers, expires May 28, 2026).

Follow @HanabiAI1000 on X for updates.

About this dataset (the free version)

Japanese Aerial Fireworks Dataset v2

A curated dataset of 2,557 high-quality photographs of Japanese aerial fireworks, shot across 7 fireworks festivals in 2025. All images were captured on a Canon DSLR and processed from RAW files. Designed for LoRA fine-tuning, image classification, and generative AI training.

Dataset at a Glance

ItemDetail
Total images2,557
Festivals7
Year2025
Image formatJPEG (RAW-developed)
CameraCanon DSLR
LicenseCC BY-NC 4.0

Festivals Included

Festival (Japanese)Festival (English)DateImages
豊橋祇園祭 花火大会Toyohashi Gion Festival Fireworks2025-07-19558
桑名水郷 花火大会Kuwana Suigo Fireworks2025-07-26433
鴨川 花火大会Kamogawa Fireworks2025-07-29410
真駒内 花火大会Makomanai Fireworks2025-07-12356
大津志賀 花火大会Otsu Shiga Fireworks2025-07-24319
東京競馬場 花火大会Tokyo Racecourse Fireworks2025-07-02306
弁天島 花火大会Bentenjima Fireworks2025-07-05 & 07-06175

Dataset Structure

Each row contains one photograph with the following fields:

ColumnTypeDescription
imageImageJPEG photograph
textstringCaption for LoRA training (see format below)
festivalstringFestival name (Japanese, underscore-separated)
datestringShooting date (YYYY-MM-DD)
typestringFirework type (Japanese; see taxonomy below)
colorsstringColor(s) of the burst, pipe-separated in source
compositionstringFraming / composition style (Japanese)
qualitystringQuality score 1–5 (5 = best)
keywords_enstringEnglish keywords, comma-separated
keywords_jastringJapanese keywords, comma-separated

Caption Format (text field)

Japanese fireworks, {type}, {colors}, {composition}, {festival}, high quality photography

Example:

Japanese fireworks, スターマイン, 金, 全景, 豊橋祇園祭 花火大会, high quality photography

Firework Type Taxonomy

JapaneseRomajiDescription
スターマインSutāmainStarmine — rapid-fire multi-shell sequence
割物WarimonoSingle-break shell that opens symmetrically
千輪SenrinThousand-ring — large shell with many small stars
尺玉Shakudama10-inch shell; large single burst
ナイアガラNaiagaraNiagara — waterfall-style ground effect
柳YanagiWillow — long drooping golden trails
複合花火（割物+ナイアガラ）FukugōCombination: aerial break + Niagara waterfall
複数同時Fukusū dōjiMultiple shells fired simultaneously
その他SonotaOther / unclassified

Composition Labels

JapaneseEnglish
全景Wide / full scene
単発Single burst, isolated
アップClose-up / telephoto
連続Sequential bursts
複数同時Multiple simultaneous bursts

Quality Score

Images are rated 1–5 by the photographer:

ScoreMeaning
5Excellent — sharp focus, peak bloom, ideal exposure
4Good — minor motion blur or framing issues
3Acceptable — usable for training
2Below average — noticeable blur or clipping
1Poor — included for diversity, use with caution

Intended Use

  • —LoRA / DreamBooth fine-tuning — captions are pre-formatted for Stable Diffusion / FLUX training pipelines
  • —Image classification — type, color, composition, and quality labels provided
  • —Generative AI training — diverse burst shapes, colors, and festival backgrounds
  • —Academic research — pyrotechnic visual analysis, cultural event photography

Equipment & Processing

  • —Camera: Canon EOS DSLR (interchangeable lens)
  • —Shooting mode: Manual exposure, bulb / long exposure
  • —Source format: Canon RAW (CR2/CR3)
  • —Processing: Developed in Adobe Lightroom; exported as JPEG
  • —Total source library: ~29,000 RAW files; this dataset contains 2,557 selected aerial shots

License

Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)

  • —Allowed: Research, personal projects, non-commercial AI training
  • —Not allowed: Commercial use, redistribution for profit
  • —Attribution required: Please credit dfhjs2577/japanese-aerial-fireworks-v2

Citation

bibtex
@dataset{japanese_aerial_fireworks_v2_2025,
  title  = {Japanese Aerial Fireworks Dataset v2},
  author = {dfhjs2577},
  year   = {2025},
  url    = {https://huggingface.co/datasets/dfhjs2577/japanese-aerial-fireworks-v2},
  license = {CC BY-NC 4.0},
  note   = {2,557 photographs from 7 Japanese fireworks festivals, 2025}
}