Add app and requirements files

.gitignore

@@ -0,0 +1,2 @@
+yolo11n.pt
+.gradio

app.py

@@ -0,0 +1,41 @@
+from ultralytics import YOLO
+import gradio as gr
+from gradio_webrtc import WebRTC
+
+# Load the YOLO model
+model = YOLO("yolo11n.pt")
+
+
+def detect_objects(frame, conf_threshold=0.3):
+    results = model(frame, conf=conf_threshold)
+    annotated_frame = results[0].plot()
+    return annotated_frame
+
+
+css = """.my-group {max-width: 600px !important; max-height: 600px !important;}
+.my-column {display: flex !important; justify-content: center !important; align-items: center !important;}"""
+
+with gr.Blocks(css=css) as demo:
+    gr.HTML(
+        "<h1 style='text-align: center'>YOLOv10 Webcam Stream (Powered by WebRTC ⚡️)</h1>"
+    )
+
+    with gr.Column(elem_classes=["my-column"]):
+        image = WebRTC(label="Stream")
+        conf_threshold = gr.Slider(
+            label="Confidence Threshold",
+            minimum=0.0,
+            maximum=1.0,
+            step=0.05,
+            value=0.30,
+        )
+
+        # Stream processing function
+        image.stream(
+            fn=detect_objects,
+            inputs=[image, conf_threshold],
+            outputs=[image],
+            time_limit=10,
+        )
+
+demo.launch()

requirements.txt

@@ -0,0 +1,86 @@
+aiofiles==23.2.1
+aioice==0.9.0
+aiortc==1.9.0
+annotated-types==0.7.0
+anyio==4.6.2.post1
+av==12.3.0
+certifi==2024.8.30
+cffi==1.17.1
+charset-normalizer==3.4.0
+click==8.1.7
+contourpy==1.3.0
+cryptography==43.0.3
+cycler==0.12.1
+deep-sort-realtime==1.3.2
+dnspython==2.7.0
+fastapi==0.115.3
+ffmpy==0.4.0
+filelock==3.16.1
+fonttools==4.54.1
+fsspec==2024.10.0
+google-crc32c==1.6.0
+gradio==5.4.0
+gradio_client==1.4.2
+gradio_webrtc==0.0.11
+h11==0.14.0
+httpcore==1.0.6
+httpx==0.27.2
+huggingface-hub==0.26.1
+idna==3.10
+ifaddr==0.2.0
+Jinja2==3.1.4
+kiwisolver==1.4.7
+markdown-it-py==3.0.0
+MarkupSafe==2.1.5
+matplotlib==3.9.2
+mdurl==0.1.2
+mpmath==1.3.0
+networkx==3.4.2
+numpy==1.26.4
+opencv-contrib-python==4.10.0.84
+opencv-python==4.10.0.84
+opencv-python-headless==4.10.0.84
+orjson==3.10.10
+packaging==24.1
+pandas==2.2.3
+pillow==11.0.0
+psutil==6.1.0
+py-cpuinfo==9.0.0
+pycparser==2.22
+pydantic==2.9.2
+pydantic_core==2.23.4
+pydub==0.25.1
+pyee==12.0.0
+Pygments==2.18.0
+pylibsrtp==0.10.0
+pyOpenSSL==24.2.1
+pyparsing==3.2.0
+python-dateutil==2.9.0.post0
+python-multipart==0.0.12
+pytz==2024.2
+PyYAML==6.0.2
+requests==2.32.3
+rich==13.9.3
+ruff==0.7.1
+safehttpx==0.1.1
+scipy==1.14.1
+seaborn==0.13.2
+semantic-version==2.10.0
+setuptools==75.3.0
+shellingham==1.5.4
+six==1.16.0
+sniffio==1.3.1
+starlette==0.41.2
+sympy==1.13.1
+tomlkit==0.12.0
+torch==2.5.1
+torchvision==0.20.1
+tqdm==4.66.5
+typer==0.12.5
+typing_extensions==4.12.2
+tzdata==2024.2
+ultralytics==8.3.27
+ultralytics-thop==2.0.10
+urllib3==2.2.3
+uvicorn==0.32.0
+websockets==12.0