Atolla commited on
Commit
0b9f803
·
verified ·
1 Parent(s): da20f77

Update app.py

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Files changed (1) hide show
  1. app.py +7 -4
app.py CHANGED
@@ -1,4 +1,3 @@
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-
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  import torch
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  import cv2
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  import gradio as gr
@@ -16,16 +15,20 @@ def detect_objects(image, confidence_threshold):
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  annotated_frame = results[0].plot()
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  return annotated_frame
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- # Create Gradio interface with slider
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  gr.Interface(
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  fn=detect_objects,
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  inputs=[
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  gr.Image(type="numpy", label="Upload Coral Image"),
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  gr.Slider(0.0, 1.0, value=0.25, label="Confidence Threshold",
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- info="Lower = more sensitive, Higher = fewer false positives")
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  ],
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  outputs=gr.Image(type="numpy", label="Analysis Results"),
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  title="🪸 Muraka - AI Doctor for Corals",
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  description="Upload coral images to assess health status. Adjust confidence threshold to control detection sensitivity.",
 
 
 
 
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  allow_flagging="never"
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- ).launch()
 
 
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  import torch
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  import cv2
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  import gradio as gr
 
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  annotated_frame = results[0].plot()
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  return annotated_frame
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+ # Create Gradio interface with slider and root-level examples
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  gr.Interface(
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  fn=detect_objects,
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  inputs=[
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  gr.Image(type="numpy", label="Upload Coral Image"),
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  gr.Slider(0.0, 1.0, value=0.25, label="Confidence Threshold",
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+ info="Lower = more sensitive, Higher = fewer false positives")
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  ],
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  outputs=gr.Image(type="numpy", label="Analysis Results"),
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  title="🪸 Muraka - AI Doctor for Corals",
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  description="Upload coral images to assess health status. Adjust confidence threshold to control detection sensitivity.",
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+ examples=[
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+ ["band_disease.jpg", 0.25],
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+ ["bleached_coral_2.jpg", 0.25],
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+ ],
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  allow_flagging="never"
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+ ).launch()