Spaces:
Sleeping
Sleeping
File size: 1,870 Bytes
d70361b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 | {
"date": "2026-07-16",
"week1_gate_criteria": {
"labeled_pairs_ge_25": {
"required": 25,
"actual": 32,
"pass": true
},
"calibration_measurable": {
"note": "best_params.json present; Feature-Based mean F1 ~0.04\u00e2\u20ac\u201c0.11 depending on sweep set",
"artifact": "runs/calibration/best_params.json",
"pass": true
},
"finetune_pipeline_clean": {
"smoke": "runs/day4_smoke/metrics.json",
"full_run": "runs/day5_full/",
"pass": true
}
},
"uday_day1_to_day5": {
"day1": "compare_methods manifest mode + finetune scaffold \u00e2\u20ac\u201d done",
"day2": "delhi_eval loader + baseline + validate_detection --delhi \u00e2\u20ac\u201d done",
"day3": "grid search + baseline metrics + smoke train \u00e2\u20ac\u201d done",
"day4": "data/delhi_cd 70/15/15 + smoke metrics \u00e2\u20ac\u201d done",
"day5": "preset day5 tuning + 30-epoch full train complete"
},
"gates_verified_2026_07_16": {
"parked_cars_feature_based_f1": 1.0,
"delhi_feature_based_mean_f1": 0.0413,
"delhi_n_pairs": 32
},
"decision": "GO for Week 2 (finish Day5/6 full train; Priyanka promote Feature-Based calibrated defaults if car-FP stays 1.0)",
"caveats": [
"Fine-tune val/test F1 still near zero on CPU smoke \u00e2\u20ac\u201d Day 5 full run in progress",
"Do not promote AI/Hybrid defaults until fine-tune beats pretrained on held-out Delhi test",
"inserted_buildings synthetic F1=0 under Feature-Based \u00e2\u20ac\u201d expected classical under-detect; keep as regression visibility"
],
"day5_full_result": {
"source_run": "runs/day5_full/20260716_142643",
"epochs_ran": 30,
"lr": 3e-05,
"augment": true,
"loss": "bce_dice",
"best_val_f1": 0.0001,
"test_mean_f1": 0.0025,
"device": "cpu",
"train_tiles": 22
}
} |