Kareem Horstink
66 lines
1.7 KiB
Markdown
66 lines
1.7 KiB
Markdown
# Output Format — JSON
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## Structure
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The scorer outputs a JSON file with an array of results. Each entry represents one photo.
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## Schema
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```json
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[
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{
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"filename": "IMG_0001.jpg",
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"filepath": "/path/to/wedding-photos/IMG_0001.jpg",
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"subtype": "aesthetic",
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"laion_score": 7.2,
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"laion_version": "v2",
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"scoring_date": "2026-01-15T10:30:00Z"
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}
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]
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```
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## Fields
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| Field | Type | Description |
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|-------|------|-------------|
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| `filename` | string | Base filename (e.g., `IMG_0001.jpg`) |
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| `filepath` | string | Full absolute path to the image |
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| `subtype` | string | Classifier subtype — `aesthetic` for LAION (future: `technical`, `blur`, etc.) |
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| `laion_score` | float | LAION aesthetic score (0-10 scale) |
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| `laion_version` | string | Version of LAION model used (e.g., `v2`) |
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| `scoring_date` | string | ISO 8601 timestamp of when scoring was performed |
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## Example
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```json
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[
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{
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"filename": "DSC_0421.jpg",
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"filepath": "C:/wedding-photos/day1/DSC_0421.jpg",
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"subtype": "aesthetic",
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"laion_score": 8.1,
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"laion_version": "v2",
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"scoring_date": "2026-01-15T10:30:00Z"
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},
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{
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"filename": "DSC_0422.jpg",
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"filepath": "C:/wedding-photos/day1/DSC_0422.jpg",
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"subtype": "aesthetic",
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"laion_score": 3.4,
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"laion_version": "v2",
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"scoring_date": "2026-01-15T10:30:01Z"
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}
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]
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```
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## Thresholds (TBD)
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Thresholds for keep/reject/review are not yet defined. Will be determined after running initial batches and reviewing score distributions.
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Suggested approach:
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1. Score a sample of 100-200 photos
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2. Analyze the score distribution
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3. Set thresholds based on the distribution (e.g., top 25% = keep, bottom 25% = reject, middle = review)
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4. Adjust based on photographer feedback
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