hoàn thành server api dự đoán ra file tiff

2025-12-13 14:20:57 +07:00
parent a77f051f94
commit 3fcaac00ab
17 changed files with 1399 additions and 25 deletions
@@ -0,0 +1,31 @@
+{
+  "timestamp": "2025-12-12T22:33:42.950629",
+  "data_source": "Microsoft Planetary Computer STAC",
+  "collections": [
+    "sentinel-2-l2a",
+    "sentinel-1-rtc"
+  ],
+  "features": [
+    "NDVI_mean",
+    "VH_dB_mean",
+    "VV_dB_mean"
+  ],
+  "training_samples": 904,
+  "testing_samples": 226,
+  "train_accuracy": 0.19911504424778761,
+  "test_accuracy": 0.19911504424778761,
+  "model_type": "XGBClassifier",
+  "device": "cuda:0",
+  "tree_method": "hist",
+  "n_estimators": 100,
+  "max_depth": 20,
+  "learning_rate": 0.1,
+  "bbox": [
+    104.89032,
+    10.944563,
+    104.972717,
+    11.016689
+  ],
+  "time_range": "2023-03-01/2023-05-31",
+  "resolution": 20
+}