Updated app.py

app.py

@@ -26,21 +26,20 @@ for i, url in enumerate(file_urls):
 model = YOLO('best.pt')
 path  = [['image_0.jpg'], ['image_1.jpg']]
 
-def show_preds(image_path, video_path=None):
+def show_preds_image(image_path):
     image = cv2.imread(image_path)
-    outputs = model.predict(source=image_path, return_outputs=True)
-    for image_id, result in enumerate(outputs):
-        print(result['det'])
-        for i, det in enumerate(result['det']):
-            print(det)
-            cv2.rectangle(
-                image,
-                (int(det[0]), int(det[1])),
-                (int(det[2]), int(det[3])),
-                color=(0, 0, 255),
-                thickness=2,
-                lineType=cv2.LINE_AA
-            )
+    outputs = model.predict(source=image_path)
+    results = outputs[0].cpu().numpy()
+    for i, det in enumerate(results.boxes.xyxy):
+        # print(det.xyxy)
+        cv2.rectangle(
+            image,
+            (int(det[0]), int(det[1])),
+            (int(det[2]), int(det[3])),
+            color=(0, 0, 255),
+            thickness=2,
+            lineType=cv2.LINE_AA
+        )
     return cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
 
 inputs_image = [
@@ -51,8 +50,8 @@ inputs_image = [
 outputs_image = [
     gr.components.Image(type="numpy", label="Output Image"),
 ]
-interface = gr.Interface(
-    fn=show_preds,
+interface_image = gr.Interface(
+    fn=show_preds_image,
     inputs=inputs_image,
     outputs=outputs_image,
     title="Pothole detector",
@@ -60,4 +59,22 @@ interface = gr.Interface(
     cache_examples=False,
     # live=True,
 )
-interface.launch(debug=True, enable_queue=True)
+
+inputs_video = [
+    gr.components.Video(type="filepath", label="Input Video"),
+
+]
+outputs_video = [
+    gr.components.Video(type="mp4", label="Output Image"),
+]
+interface_video = gr.Interface(
+    fn=show_preds_image,
+    inputs=inputs_video,
+    outputs=outputs_video,
+    title="Pothole detector",
+    examples=path,
+    cache_examples=False,
+    # live=True,
+)
+# interface_image.launch(debug=True, enable_queue=True)
+gr.TabbedInterface([interface_image, interface_video]).launch()