new FastSAM example

Author: Koldim2001

examples/example_patch_based_inference.ipynb

@@ -808,7 +808,7 @@
     }
    ],
    "source": [
-    "from ultralytics import FastSAM\n",
+    "from ultralytics import YOLO\n",
     "import matplotlib.pyplot as plt\n",
     "\n",
     "# Load the image \n",
@@ -872,7 +872,7 @@
    "source": [
     "element_crops = MakeCropsDetectThem(\n",
     "    image=img,\n",
-    "    model=FastSAM('FastSAM-x.pt'),\n",
+    "    model=YOLO('FastSAM-x.pt'),\n",
     "    model_path=\"yolov8m.pt\",\n",
     "    segment=True,\n",
     "    show_crops=True,\n",
@@ -882,14 +882,15 @@
     "    overlap_y=50,\n",
     "    conf=0.3,\n",
     "    iou=0.8,\n",
+    "    imgsz=1024,\n",
     ")\n",
-    "result = CombineDetections(element_crops, nms_threshold=0.40)\n",
+    "result = CombineDetections(element_crops, nms_threshold=0.4)\n",
     "\n",
     "print('Basic FastSAM inference:')\n",
     "visualize_results_usual_yolo_inference(\n",
     "    img,\n",
-    "    model=FastSAM('FastSAM-x.pt') ,\n",
-    "    imgsz=640,\n",
+    "    model=YOLO('FastSAM-x.pt') ,\n",
+    "    imgsz=1024,\n",
     "    conf=0.3,\n",
     "    iou=0.8,\n",
     "    segment=True,\n",
@@ -1392,7 +1393,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "WORK",
+   "display_name": "patched_yolo_infer",
    "language": "python",
    "name": "python3"
   },