Daddy66969/darconia-drone-identification

Improved accuracy of drone detection in video uploads.

Update app.py

Refactor: Consolidate URL analysis, fix embedding semantics, implement shared helpers

Unify URL Analysis with Canonical predict_drone() Pipeline for Consistent Results

Unify URL and Audio Analysis Pipelines for Consistent Drone Classification

Updated function to create consistencies between video analysis and audio analysis

Update app.py

Update app.py

Unified Video Classification Pipeline

Update app.py

Reverted back to previous version

Update app.py

Update app.py

Adds YouTube video upload to analysis

Update YT bot detection

Adds YouTube Analysis Tab

Add yt-dlp

Deploy improved Darconia classifier: 0.921 benchmark, Non-Drone 0.963, top3 1.000

Fix recursive prediction bug and stabilise Hugging Face Space inference endpoint

Fix embedding mismatch and update inference pipeline to 800-feature AST + rotor fingerprint model

Restore stable production label encoder

Restore stable production model: merged Phantom/Inspire taxonomy, benchmark 0.889 top3 1.000

Restore stable production label encoder

Restore stable production model: merged Phantom/Inspire taxonomy, benchmark 0.889 top3 1.000

warfare-20260310_130116: update label encoder

warfare-20260310_130116: retrain classifier — 11 classes, val=0.573

Rollback encoder to stable model 20260310_114454

Rollback to stable model 20260310_114454

warfare-20260310_130116: update label encoder

warfare-20260310_130116: retrain classifier — 11 classes, val=0.412

warfare-20260310_114454: retrain classifier — 11 classes, val=0.629

warfare-20260310_114454: update label encoder

warfare-20260310_114454: retrain classifier — 11 classes, val=0.600

warfare-20260310_113013: update label encoder (+DJI Phantom 3 Standard)

warfare-20260310_113013: retrain classifier (+DJI Phantom 3 Standard) — 12 classes, val=0.519

warfare-20260310_104625: retrain classifier — 11 classes, val=0.587

warfare-20260310_104625: update label encoder

warfare-20260310_104625: retrain classifier — 11 classes, val=0.567

warfare-20260310_101710: update label encoder (+DJI Inspire 1)

warfare-20260310_101710: retrain classifier (+DJI Inspire 1) — 12 classes, val=0.549

warfare-20260310_091649: retrain classifier — 11 classes, val=0.604

warfare-20260309_233330: retrain classifier — 11 classes, val=0.677

Disable early exit for uploads and clear stale cache

warfare-20260309_233330: retrain classifier — 11 classes, val=0.632

warfare-20260309_225826: retrain classifier — 11 classes, val=0.663

warfare-20260309_224147: retrain classifier — 11 classes, val=0.169

Make early exit configurable by inference mode

Add early exit, window debug count, and cache-hit UI note

Add persistent file-hash cache for repeated uploads

Update app.py