diff --git "a/app.ipynb" "b/app.ipynb"
--- "a/app.ipynb"
+++ "b/app.ipynb"
@@ -18,7 +18,7 @@
      "output_type": "stream",
      "text": [
       "Running on local URL:  http://127.0.0.1:7860\n",
-      "Running on public URL: https://9052d22b6a0325d9f4.gradio.live\n",
+      "Running on public URL: https://fa61d92c4dbab3b5e3.gradio.live\n",
       "\n",
       "This share link expires in 72 hours. For free permanent hosting and GPU upgrades, run `gradio deploy` from Terminal to deploy to Spaces (https://huggingface.co/spaces)\n"
      ]
@@ -26,7 +26,7 @@
     {
      "data": {
       "text/html": [
-       "<div><iframe src=\"https://9052d22b6a0325d9f4.gradio.live\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
+       "<div><iframe src=\"https://fa61d92c4dbab3b5e3.gradio.live\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
       ],
       "text/plain": [
        "<IPython.core.display.HTML object>"
@@ -42,1013 +42,6 @@
      "execution_count": 1,
      "metadata": {},
      "output_type": "execute_result"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\u001b[34m\u001b[1mdetect: \u001b[0mweights=['yolov9/runs/train/exp/weights/best.pt'], source=/tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4, data=yolov9/data/coco128.yaml, imgsz=[640, 640], conf_thres=0.25, iou_thres=0.45, max_det=1000, device=cpu, view_img=False, save_txt=False, save_conf=False, save_crop=False, nosave=False, classes=None, agnostic_nms=False, augment=False, visualize=False, update=False, project=yolov9/runs/detect, name=b34c7ff7-9e16-4524-9e2f-ff9a0d347905, exist_ok=False, line_thickness=3, hide_labels=False, hide_conf=False, half=False, dnn=False, vid_stride=1\n",
-      "YOLO 🚀 v0.1-89-g93f1a28 Python-3.10.14 torch-2.3.0+cu121 CPU\n",
-      "\n",
-      "Fusing layers... \n",
-      "yolov9-e summary: 839 layers, 68555524 parameters, 0 gradients, 240.7 GFLOPs\n",
-      "video 1/1 (1/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2038.8ms\n",
-      "video 1/1 (2/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2105.3ms\n",
-      "video 1/1 (3/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2051.0ms\n",
-      "video 1/1 (4/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2143.1ms\n",
-      "video 1/1 (5/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2079.4ms\n",
-      "video 1/1 (6/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1919.6ms\n",
-      "video 1/1 (7/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1972.4ms\n",
-      "video 1/1 (8/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2073.0ms\n",
-      "video 1/1 (9/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2108.6ms\n",
-      "video 1/1 (10/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2087.8ms\n",
-      "video 1/1 (11/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 car, 1 truck, 2125.0ms\n",
-      "video 1/1 (12/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 car, 1 truck, 1704.8ms\n",
-      "video 1/1 (13/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1702.9ms\n",
-      "video 1/1 (14/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 2 trucks, 2109.3ms\n",
-      "video 1/1 (15/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1781.2ms\n",
-      "video 1/1 (16/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 2 trucks, 2072.9ms\n",
-      "video 1/1 (17/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 2 trucks, 2109.4ms\n",
-      "video 1/1 (18/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1646.3ms\n",
-      "video 1/1 (19/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2023.4ms\n",
-      "video 1/1 (20/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1841.9ms\n",
-      "video 1/1 (21/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1638.9ms\n",
-      "video 1/1 (22/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2039.6ms\n",
-      "video 1/1 (23/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2073.2ms\n",
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-      "video 1/1 (25/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2010.9ms\n",
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-      "video 1/1 (380/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2238.4ms\n",
-      "video 1/1 (381/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1869.9ms\n",
-      "video 1/1 (382/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2226.5ms\n",
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-      "video 1/1 (393/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 1789.3ms\n",
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-      "video 1/1 (400/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2267.4ms\n",
-      "video 1/1 (401/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2279.7ms\n",
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-      "video 1/1 (462/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2221.2ms\n",
-      "video 1/1 (463/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2322.2ms\n",
-      "video 1/1 (464/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2135.8ms\n",
-      "video 1/1 (465/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2246.5ms\n",
-      "video 1/1 (466/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2184.2ms\n",
-      "video 1/1 (467/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2241.4ms\n",
-      "video 1/1 (468/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2340.1ms\n",
-      "video 1/1 (469/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2289.9ms\n",
-      "video 1/1 (470/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1877.5ms\n",
-      "video 1/1 (471/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2239.8ms\n",
-      "video 1/1 (472/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2260.2ms\n",
-      "video 1/1 (473/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2322.6ms\n",
-      "video 1/1 (474/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2292.1ms\n",
-      "video 1/1 (475/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2265.9ms\n",
-      "video 1/1 (476/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2290.0ms\n",
-      "video 1/1 (477/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2199.3ms\n",
-      "video 1/1 (478/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1839.3ms\n",
-      "video 1/1 (479/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2249.6ms\n",
-      "video 1/1 (480/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2274.6ms\n",
-      "video 1/1 (481/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2246.0ms\n",
-      "video 1/1 (482/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2138.9ms\n",
-      "video 1/1 (483/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2287.6ms\n",
-      "video 1/1 (484/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2263.1ms\n",
-      "video 1/1 (485/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2307.8ms\n",
-      "video 1/1 (486/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1920.8ms\n",
-      "video 1/1 (487/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2262.9ms\n",
-      "video 1/1 (488/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2027.7ms\n",
-      "video 1/1 (489/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2224.3ms\n",
-      "video 1/1 (490/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2141.7ms\n",
-      "video 1/1 (491/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1944.9ms\n",
-      "video 1/1 (492/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2385.9ms\n",
-      "video 1/1 (493/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2225.1ms\n",
-      "video 1/1 (494/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2285.2ms\n",
-      "video 1/1 (495/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2241.5ms\n",
-      "video 1/1 (496/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2269.1ms\n",
-      "video 1/1 (497/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2362.5ms\n",
-      "video 1/1 (498/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2037.8ms\n",
-      "video 1/1 (499/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2259.4ms\n",
-      "video 1/1 (500/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2253.2ms\n",
-      "video 1/1 (501/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1 motorbike, 2002.7ms\n",
-      "video 1/1 (502/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1 motorbike, 2316.2ms\n",
-      "video 1/1 (503/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1 motorbike, 2230.7ms\n",
-      "video 1/1 (504/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2069.4ms\n",
-      "video 1/1 (505/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1 motorbike, 1958.4ms\n",
-      "video 1/1 (506/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1 motorbike, 2293.5ms\n",
-      "video 1/1 (507/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1 motorbike, 2348.9ms\n",
-      "video 1/1 (508/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1 motorbike, 2265.4ms\n",
-      "video 1/1 (509/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 motorbike, 2166.0ms\n",
-      "video 1/1 (510/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1 motorbike, 2291.8ms\n",
-      "video 1/1 (511/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 motorbike, 2313.4ms\n",
-      "video 1/1 (512/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 motorbike, 2355.6ms\n",
-      "video 1/1 (513/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 motorbike, 2268.5ms\n",
-      "video 1/1 (514/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2252.0ms\n",
-      "video 1/1 (515/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2322.3ms\n",
-      "video 1/1 (516/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1 motorbike, 2361.0ms\n",
-      "video 1/1 (517/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1 motorbike, 2350.7ms\n",
-      "video 1/1 (518/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 1958.6ms\n",
-      "video 1/1 (519/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2231.8ms\n",
-      "video 1/1 (520/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2035.7ms\n",
-      "video 1/1 (521/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2254.7ms\n",
-      "video 1/1 (522/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2251.9ms\n",
-      "video 1/1 (523/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2235.0ms\n",
-      "video 1/1 (524/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2213.1ms\n",
-      "video 1/1 (525/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2307.4ms\n",
-      "video 1/1 (526/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2283.2ms\n",
-      "video 1/1 (527/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2326.8ms\n",
-      "video 1/1 (528/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2293.6ms\n",
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-      "video 1/1 (530/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2336.8ms\n",
-      "video 1/1 (531/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2280.1ms\n",
-      "video 1/1 (532/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2351.7ms\n",
-      "video 1/1 (533/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2295.9ms\n",
-      "video 1/1 (534/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2296.1ms\n",
-      "video 1/1 (535/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 1912.4ms\n",
-      "video 1/1 (536/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2248.7ms\n",
-      "video 1/1 (537/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2337.4ms\n",
-      "video 1/1 (538/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2034.6ms\n",
-      "video 1/1 (539/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2231.6ms\n",
-      "video 1/1 (540/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2283.6ms\n",
-      "video 1/1 (541/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2243.8ms\n",
-      "video 1/1 (542/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2230.4ms\n",
-      "video 1/1 (543/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2271.0ms\n",
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-      "video 1/1 (546/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2067.0ms\n",
-      "video 1/1 (547/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 (no detections), 2117.7ms\n",
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-      "video 1/1 (934/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1500.8ms\n",
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-      "video 1/1 (936/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1500.3ms\n",
-      "video 1/1 (937/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1581.2ms\n",
-      "video 1/1 (938/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1481.7ms\n",
-      "video 1/1 (939/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1591.1ms\n",
-      "video 1/1 (940/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1530.0ms\n",
-      "video 1/1 (941/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1752.4ms\n",
-      "video 1/1 (942/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1472.5ms\n",
-      "video 1/1 (943/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1580.0ms\n",
-      "video 1/1 (944/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1584.8ms\n",
-      "video 1/1 (945/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1596.0ms\n",
-      "video 1/1 (946/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1480.7ms\n",
-      "video 1/1 (947/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1588.2ms\n",
-      "video 1/1 (948/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1490.1ms\n",
-      "video 1/1 (949/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1493.6ms\n",
-      "video 1/1 (950/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1554.9ms\n",
-      "video 1/1 (951/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1490.6ms\n",
-      "video 1/1 (952/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1639.3ms\n",
-      "video 1/1 (953/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1678.1ms\n",
-      "video 1/1 (954/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1489.3ms\n",
-      "video 1/1 (955/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1501.9ms\n",
-      "video 1/1 (956/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1830.9ms\n",
-      "video 1/1 (957/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1894.3ms\n",
-      "video 1/1 (958/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1609.2ms\n",
-      "video 1/1 (959/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1491.1ms\n",
-      "video 1/1 (960/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1539.2ms\n",
-      "video 1/1 (961/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1528.9ms\n",
-      "video 1/1 (962/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1728.8ms\n",
-      "video 1/1 (963/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1562.7ms\n",
-      "video 1/1 (964/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1467.0ms\n",
-      "video 1/1 (965/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1532.1ms\n",
-      "video 1/1 (966/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1564.3ms\n",
-      "video 1/1 (967/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1683.1ms\n",
-      "video 1/1 (968/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1466.6ms\n",
-      "video 1/1 (969/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1507.3ms\n",
-      "video 1/1 (970/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1790.6ms\n",
-      "video 1/1 (971/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1670.0ms\n",
-      "video 1/1 (972/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1677.2ms\n",
-      "video 1/1 (973/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1694.9ms\n",
-      "video 1/1 (974/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1955.2ms\n",
-      "video 1/1 (975/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2294.5ms\n",
-      "video 1/1 (976/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2022.6ms\n",
-      "video 1/1 (977/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2200.8ms\n",
-      "video 1/1 (978/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2316.1ms\n",
-      "video 1/1 (979/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 2006.3ms\n",
-      "video 1/1 (980/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1569.7ms\n",
-      "video 1/1 (981/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 car, 1 truck, 1632.9ms\n",
-      "video 1/1 (982/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 car, 1 truck, 1564.7ms\n",
-      "video 1/1 (983/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1694.8ms\n",
-      "video 1/1 (984/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1506.2ms\n",
-      "video 1/1 (985/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1516.4ms\n",
-      "video 1/1 (986/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1492.3ms\n",
-      "video 1/1 (987/987) /tmp/gradio/0137f0bcbdfc3952c4635c46f2a84ed9f5de3492/tresa.mp4: 384x640 1 truck, 1598.7ms\n",
-      "Speed: 0.9ms pre-process, 1926.3ms inference, 2.6ms NMS per image at shape (1, 3, 640, 640)\n",
-      "Results saved to \u001b[1myolov9/runs/detect/b34c7ff7-9e16-4524-9e2f-ff9a0d347905\u001b[0m\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "yolov9/runs/detect/b34c7ff7-9e16-4524-9e2f-ff9a0d347905/tresa.mp4\n"
-     ]
     }
    ],
    "source": [
@@ -1089,11 +82,10 @@
     "        gr.Markdown(\"## Examples\")\n",
     "\n",
     "        with gr.Row(): \n",
-    "            gr.Examples([ 'cut_a_2.mp4',\n",
-    "                            'cut_b_1.mp4',\n",
-    "                            'tresa.mp4'\n",
-    "                         ], \n",
-    "                        inputs=img_input, fn=inference)\n",
+    "            gr.Examples([ \n",
+    "                'cut_a_2.mp4',\n",
+    "                'cut_b_1.mp4','tresa.mp4'], \n",
+    "                inputs=img_input, fn=inference)\n",
     "        \n",
     "            image_button = gr.Button(\"Predict\")\n",
     "            image_button.click(inference, inputs=img_input, outputs=pred_outputs)\n",