Update app.py

app.py

@@ -3,7 +3,6 @@ from roboflow import Roboflow
 import tempfile
 import os
 from sahi.slicing import slice_image
-from sahi import get_sliced_prediction
 from sahi.postprocess import postprocess_predictions
 
 # Inisialisasi Roboflow (for model path)
@@ -29,12 +28,20 @@ def detect_objects(image):
         overlap_width_ratio=0.1
     )
 
-    # Prediksi menggunakan model Roboflow
-    predictions = model.predict(image_path=temp_file_path).json()
+    # Mendapatkan path-potongan gambar
+    sliced_image_paths = slice_image_result['sliced_image_paths']
+
+    # Menyimpan semua prediksi untuk setiap potongan gambar
+    all_predictions = []
+
+    # Prediksi pada setiap potongan gambar
+    for sliced_image_path in sliced_image_paths:
+        predictions = model.predict(image_path=sliced_image_path).json()
+        all_predictions.extend(predictions['predictions'])
 
     # Postprocess dan gabungkan hasil prediksi
     postprocessed_predictions = postprocess_predictions(
-        predictions=predictions['predictions'],
+        predictions=all_predictions,
         postprocess_type='NMS',
         iou_threshold=0.5
     )