41 lines
2.0 KiB
Markdown
41 lines
2.0 KiB
Markdown
# Multi-Image Upload & User Feedback
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Objective: Allow users to upload a second optional image, manually identify the plant species, see dynamic confidence updates, top-5 predictions, and provide post-diagnosis feedback (accuracy rating + storage consent).
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Status legend: [ ] todo, [~] in-progress, [x] done
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## Tasks
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- [ ] 01 — Extend types and add feedback DB schema → `01-api-types-and-schema.md`
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- [ ] 02 — Multi-image ensemble & species-constrained inference → `02-multi-image-inference-pipeline.md`
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- [ ] 03 — Load trained Swin-Tiny model with species/disease routing → `03-hierarchical-model-loader.md`
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- [ ] 04 — Enhanced API route for multi-image, species-aware identification → `04-enhanced-identify-api-route.md`
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- [ ] 05 — Upload page with optional second image and species selector → `05-upload-page-second-image-species.md`
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- [ ] 06 — Results dashboard with dynamic confidence and top-5 display → `06-dynamic-results-dashboard.md`
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- [ ] 07 — Post-diagnosis feedback component (accuracy / unsure / store consent) → `07-post-evaluation-feedback-component.md`
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- [ ] 08 — Feedback API endpoint for accuracy ratings and storage consent → `08-feedback-api-endpoint.md`
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## Dependencies
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```
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01 ← 02 (types needed by inference)
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01 ← 04 (types needed by API route)
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01 ← 05 (types needed by upload page)
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01 ← 06 (types needed by results dashboard)
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01 ← 07 (types needed by feedback component)
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01 ← 08 (schema needed by feedback API)
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02 ← 04 (inference pipeline needed by API route)
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03 ← 04 (model loader needed by API route)
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05 ← 06 (upload outcomes fed into results)
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06 ← 07 (results shown before post-eval)
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04 ← 06 (API response needed by results dashboard)
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```
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## Exit Criteria
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- User can optionally upload a second image and/or enter a species name
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- Confidence scores dynamically reflect the amount of information provided
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- Top-5 species/disease combo predictions are displayed
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- After diagnosis, user can rate accuracy (✓/✗/?) and opt in to image storage for training
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- Feedback is persisted to the database
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