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README.md

@@ -1,12 +1,51 @@
 ---
-title: Plantfield Classification
-emoji: 📚
+title: PlantField Classification
+emoji: 🌿
 colorFrom: green
 colorTo: blue
 sdk: docker
+app_port: 7860
 pinned: false
 license: mit
-short_description: A ResNet-50 training with lettuce disease dataset.
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# 🌿 PlantField - Lettuce Disease Detection API
+
+Model klasifikasi penyakit selada menggunakan ResNet50 dengan pendekatan 2-Stage Classification.
+
+## Endpoint
+
+### `POST /classification`
+
+Upload gambar tanaman selada untuk mendapatkan hasil klasifikasi.
+
+**Request:**
+- `Content-Type: multipart/form-data`
+- `file`: File gambar (JPEG, PNG, dll.)
+
+**Response:**
+```json
+{
+    "stage1_result": "Diseased",
+    "stage1_confidence": 0.9987,
+    "stage1_probabilities": {
+        "Healthy": 0.0013,
+        "Diseased": 0.9987
+    },
+    "stage2_result": "Downy Mildew",
+    "stage2_confidence": 0.9723,
+    "stage2_probabilities": {
+        "Downy Mildew": 0.9723,
+        "Powdery Mildew": 0.0134,
+        "Septoria Blight": 0.0098,
+        "Viral": 0.0045
+    },
+    "final_label": "Downy Mildew",
+    "final_confidence": 0.9723
+}
+```
+
+## Kelas yang Dapat Diklasifikasi
+
+- **Stage 1 (Binary):** Healthy, Diseased
+- **Stage 2 (Multi-class):** Downy Mildew, Powdery Mildew, Septoria Blight, Viral