Spaces:
Running
Running
Delete app.py
Browse files
app.py
DELETED
@@ -1,45 +0,0 @@
|
|
1 |
-
from huggingface_hub import hf_hub_download
|
2 |
-
from inference import YOLOv10
|
3 |
-
|
4 |
-
model_file = hf_hub_download(
|
5 |
-
repo_id="onnx-community/yolov10n", filename="onnx/model.onnx"
|
6 |
-
)
|
7 |
-
|
8 |
-
model = YOLOv10(model_file)
|
9 |
-
|
10 |
-
def detection(image, conf_threshold=0.3):
|
11 |
-
image = cv2.resize(image, (model.input_width, model.input_height))
|
12 |
-
new_image = model.detect_objects(image, conf_threshold)
|
13 |
-
return new_image
|
14 |
-
|
15 |
-
import gradio as gr
|
16 |
-
from gradio_webrtc import WebRTC
|
17 |
-
|
18 |
-
css = """.my-group {max-width: 600px !important; max-height: 600px !important;}
|
19 |
-
.my-column {display: flex !important; justify-content: center !important; align-items: center !important;}"""
|
20 |
-
|
21 |
-
with gr.Blocks(css=css) as demo:
|
22 |
-
gr.HTML(
|
23 |
-
"""
|
24 |
-
<h1 style='text-align: center'>
|
25 |
-
YOLOv10 Webcam Stream (Powered by WebRTC ⚡️)
|
26 |
-
</h1>
|
27 |
-
"""
|
28 |
-
)
|
29 |
-
with gr.Column(elem_classes=["my-column"]):
|
30 |
-
with gr.Group(elem_classes=["my-group"]):
|
31 |
-
image = WebRTC(label="Stream", rtc_configuration=rtc_configuration)
|
32 |
-
conf_threshold = gr.Slider(
|
33 |
-
label="Confidence Threshold",
|
34 |
-
minimum=0.0,
|
35 |
-
maximum=1.0,
|
36 |
-
step=0.05,
|
37 |
-
value=0.30,
|
38 |
-
)
|
39 |
-
|
40 |
-
image.stream(
|
41 |
-
fn=detection, inputs=[image, conf_threshold], outputs=[image], time_limit=10
|
42 |
-
)
|
43 |
-
|
44 |
-
if __name__ == "__main__":
|
45 |
-
demo.launch()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|