Upload folder using huggingface_hub

outputs/logs/test_results.json

@@ -0,0 +1,23 @@
+{
+  "per_class": {
+    "taping": {
+      "miou": 0.1917,
+      "dice": 0.278,
+      "samples": 179
+    },
+    "cracks": {
+      "miou": 0.1639,
+      "dice": 0.2434,
+      "samples": 806
+    }
+  },
+  "overall": {
+    "miou": 0.1689,
+    "dice": 0.2497,
+    "total_samples": 985
+  },
+  "runtime": {
+    "avg_inference_ms": 58.7,
+    "model_size_mb": 575.1
+  }
+}

outputs/logs/training_history.json

@@ -0,0 +1,82 @@
+{
+  "train_loss": [
+    0.5512473546357936,
+    0.5315128061206499,
+    0.5238617215733911,
+    0.519645804312171,
+    0.5168358340911333,
+    0.5152083216851596,
+    0.5131666937044689,
+    0.5112928497355159,
+    0.5107024116279356,
+    0.5094751150246697,
+    0.5085221551332739,
+    0.5046751623785038,
+    0.5069412724585484,
+    0.5055890104600361,
+    0.5047004319961063,
+    0.5045612303325939,
+    0.5028346326293015,
+    0.5033149914978273
+  ],
+  "val_loss": [
+    0.5339136143040851,
+    0.523997244311542,
+    0.5214833200462465,
+    0.5212922108367206,
+    0.5144810957637259,
+    0.5165831781015163,
+    0.514257825971619,
+    0.5135339278031171,
+    0.5132138818744721,
+    0.5097588937941605,
+    0.5117126274399642,
+    0.5058104286833507,
+    0.5077527553085389,
+    0.5077477131432634,
+    0.5079122495845081,
+    0.5053625790084281,
+    0.5069763219453455,
+    0.5068225564995432
+  ],
+  "val_miou": [
+    0.11860352460809839,
+    0.13113585250770174,
+    0.15123773414671907,
+    0.15390442554059067,
+    0.14989772632839235,
+    0.14992024707115761,
+    0.15324249045877922,
+    0.15434992816147766,
+    0.1526576881183357,
+    0.15512349508036444,
+    0.16045758655158485,
+    0.15804502779875346,
+    0.15122213472074608,
+    0.15014106038261235,
+    0.15174582764142897,
+    0.15442846924429987,
+    0.14618310789630665,
+    0.15313745380901708
+  ],
+  "val_dice": [
+    0.18949311614278855,
+    0.20442374813847425,
+    0.22901020090027555,
+    0.23122052060879342,
+    0.22521114028323957,
+    0.22569355150548423,
+    0.22797207267788366,
+    0.23003822534791823,
+    0.22767422311916585,
+    0.23089113934495584,
+    0.2370117601098084,
+    0.23453849681266925,
+    0.22424332597633687,
+    0.22368472039214965,
+    0.2255273041565244,
+    0.22895520101717817,
+    0.2184272549016689,
+    0.22727378488071565
+  ]
+}

outputs/logs/training_summary.json

@@ -0,0 +1,10 @@
+{
+  "total_epochs": 18,
+  "best_val_miou": 0.16045758655158485,
+  "total_time_seconds": 5830.3,
+  "total_time_minutes": 97.2,
+  "device": "mps",
+  "train_samples": 4588,
+  "val_samples": 982,
+  "seed": 42
+}