feat(backend): Multi-Modal Produce Shelf-Life & Spoilage Decay API - #1345
Open
hrshjswniii wants to merge 5 commits into
Open
feat(backend): Multi-Modal Produce Shelf-Life & Spoilage Decay API#1345hrshjswniii wants to merge 5 commits into
hrshjswniii wants to merge 5 commits into
Conversation
…di Governance & Dispute Voting
…ion in Mobile App
… Recipient Claims
|
@hrshjswniii is attempting to deploy a commit to the Nitya Gosain's projects Team on Vercel. A member of the Team first needs to authorize it. |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
📌 Overview
This PR implements [feature] : Multi-Modal Produce Shelf-Life & Spoilage Decay API combining IoT thermal degree-hours via Arrhenius kinetic decay equation ($k = A \cdot e^{-E_a / (R \cdot T)}$ ), computer vision spot/necrosis ratios, and humidity respiration penalties to calculate real-time remaining shelf-life days and produce decay index percentages (0-100%).
Key Changes Introduced:
backend/services/spoilageDetectionService.js]implementingcalculateMultiModalShelfLife(params).backend/routes/aiRoutes.js] withPOST /api/ai/predict-shelflife.backend/tests/spoilageDecay.test.js] testing Arrhenius kinetic decay calculations, remaining days estimations, and high-heat spoilage alerts (2/2 tests passing).🛠️ Type of Change
🔗 Related Issue
Closes #1289
🧪 Testing & Verification
npx hardhat testpassed? (N/A)npx jest tests/spoilageDecay.test.jspassed? (Yes) — 2/2 tests passing in 35s.✅ PR Checklist
💬 Additional Notes
backend/services/spoilageDetectionService.js]backend/routes/aiRoutes.js]backend/tests/spoilageDecay.test.js]