Add webcam inference

app.py

@@ -0,0 +1,38 @@
+import cv2
+import supervision as sv
+from ultralytics import YOLO
+
+model = YOLO("yolov10s.pt")
+bounding_box_annotator = sv.BoundingBoxAnnotator()
+label_annotator = sv.LabelAnnotator()
+
+
+cap = cv2.VideoCapture(-1)
+
+if not cap.isOpened:
+    print("Unable to read camera feed")
+
+
+while True:
+    ret, frame = cap.read()
+
+    if not ret:
+        break
+
+    results = model(frame)[0]
+    detections = sv.Detections.from_ultralytics(results)
+
+    annotated_image = bounding_box_annotator.annotate(
+        scene=frame, detections=detections
+    )
+    annotated_image = label_annotator.annotate(
+        scene=annotated_image, detections=detections
+    )
+
+    cv2.imshow("Webcam", annotated_image)
+
+    k = cv2.waitKey(1)
+
+    if k % 256 == 27:
+        print("Escape hit, closing...")
+        break

requirements.txt

@@ -0,0 +1,110 @@
+certifi==2024.7.4
+charset-normalizer==3.3.2
+contourpy==1.2.1
+cycler==0.12.1
+defusedxml==0.7.1
+dill==0.3.8
+filelock==3.15.4
+fonttools==4.53.1
+fsspec==2024.6.1
+idna==3.7
+Jinja2==3.1.4
+kiwisolver==1.4.5
+MarkupSafe==2.1.5
+matplotlib==3.9.1
+mpmath==1.3.0
+networkx==3.3
+numpy==1.26.4
+nvidia-cublas-cu12==12.1.3.1
+nvidia-cuda-cupti-cu12==12.1.105
+nvidia-cuda-nvrtc-cu12==12.1.105
+nvidia-cuda-runtime-cu12==12.1.105
+nvidia-cudnn-cu12==9.1.0.70
+nvidia-cufft-cu12==11.0.2.54
+nvidia-curand-cu12==10.3.2.106
+nvidia-cusolver-cu12==11.4.5.107
+nvidia-cusparse-cu12==12.1.0.106
+nvidia-nccl-cu12==2.20.5
+nvidia-nvjitlink-cu12==12.5.82
+nvidia-nvtx-cu12==12.1.105
+opencv-python==4.10.0.84
+opencv-python-headless==4.10.0.84
+packaging==24.1
+pandas==2.2.2
+pillow==10.4.0
+psutil==6.0.0
+py-cpuinfo==9.0.0
+pyparsing==3.1.2
+python-dateutil==2.9.0.post0
+pytz==2024.1
+PyYAML==6.0.1
+requests==2.32.3
+scipy==1.14.0
+seaborn==0.13.2
+six==1.16.0
+supervision==0.22.0
+sympy==1.13.1
+torch==2.4.0
+torchvision==0.19.0
+tqdm==4.66.4
+triton==3.0.0
+typing_extensions==4.12.2
+tzdata==2024.1
+ultralytics==8.2.68
+ultralytics-thop==2.0.0
+urllib3==2.2.2
+certifi==2024.7.4
+charset-normalizer==3.3.2
+contourpy==1.2.1
+cycler==0.12.1
+defusedxml==0.7.1
+dill==0.3.8
+filelock==3.15.4
+fonttools==4.53.1
+fsspec==2024.6.1
+idna==3.7
+Jinja2==3.1.4
+kiwisolver==1.4.5
+MarkupSafe==2.1.5
+matplotlib==3.9.1
+mpmath==1.3.0
+networkx==3.3
+numpy==1.26.4
+nvidia-cublas-cu12==12.1.3.1
+nvidia-cuda-cupti-cu12==12.1.105
+nvidia-cuda-nvrtc-cu12==12.1.105
+nvidia-cuda-runtime-cu12==12.1.105
+nvidia-cudnn-cu12==9.1.0.70
+nvidia-cufft-cu12==11.0.2.54
+nvidia-curand-cu12==10.3.2.106
+nvidia-cusolver-cu12==11.4.5.107
+nvidia-cusparse-cu12==12.1.0.106
+nvidia-nccl-cu12==2.20.5
+nvidia-nvjitlink-cu12==12.5.82
+nvidia-nvtx-cu12==12.1.105
+opencv-python==4.10.0.84
+opencv-python-headless==4.10.0.84
+packaging==24.1
+pandas==2.2.2
+pillow==10.4.0
+psutil==6.0.0
+py-cpuinfo==9.0.0
+pyparsing==3.1.2
+python-dateutil==2.9.0.post0
+pytz==2024.1
+PyYAML==6.0.1
+requests==2.32.3
+scipy==1.14.0
+seaborn==0.13.2
+six==1.16.0
+supervision==0.22.0
+sympy==1.13.1
+torch==2.4.0
+torchvision==0.19.0
+tqdm==4.66.4
+triton==3.0.0
+typing_extensions==4.12.2
+tzdata==2024.1
+ultralytics==8.2.68
+ultralytics-thop==2.0.0
+urllib3==2.2.2