sigyllly commited on
Commit
fffe605
·
verified ·
1 Parent(s): 347b6c6

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +12 -13
app.py CHANGED
@@ -45,10 +45,6 @@ def get_masks(prompts, img, threshold):
45
 
46
  return masks
47
 
48
- @app.route('/')
49
- def hello_world():
50
- return 'Hello, World!'
51
-
52
  # Function to extract image using positive and negative prompts
53
  def extract_image(pos_prompts, neg_prompts, img, threshold):
54
  positive_masks = get_masks(pos_prompts, img, 0.5)
@@ -62,7 +58,16 @@ def extract_image(pos_prompts, neg_prompts, img, threshold):
62
  output_image = Image.new("RGBA", img.size, (0, 0, 0, 0))
63
  output_image.paste(img, mask=final_mask)
64
 
65
- return output_image, final_mask
 
 
 
 
 
 
 
 
 
66
 
67
  @app.route('/api', methods=['POST'])
68
  def process_request():
@@ -79,16 +84,10 @@ def process_request():
79
  threshold = float(data.get('threshold', 0.4))
80
 
81
  # Perform image segmentation
82
- output_image, final_mask = extract_image(pos_prompts, neg_prompts, img, threshold)
83
 
84
- # Convert result to base64 for response
85
- buffered = io.BytesIO()
86
- output_image.save(buffered, format="PNG")
87
- result_image_base64 = base64.b64encode(buffered.getvalue()).decode("utf-8")
88
-
89
- return jsonify({'result_image_base64': result_image_base64})
90
 
91
  if __name__ == '__main__':
92
  print("Server starting. Verify it is running by visiting http://0.0.0.0:7860/")
93
  app.run(host='0.0.0.0', port=7860, debug=True)
94
-
 
45
 
46
  return masks
47
 
 
 
 
 
48
  # Function to extract image using positive and negative prompts
49
  def extract_image(pos_prompts, neg_prompts, img, threshold):
50
  positive_masks = get_masks(pos_prompts, img, 0.5)
 
58
  output_image = Image.new("RGBA", img.size, (0, 0, 0, 0))
59
  output_image.paste(img, mask=final_mask)
60
 
61
+ # Convert final mask to base64
62
+ buffered = io.BytesIO()
63
+ final_mask.save(buffered, format="PNG")
64
+ final_mask_base64 = base64.b64encode(buffered.getvalue()).decode("utf-8")
65
+
66
+ return final_mask_base64
67
+
68
+ @app.route('/')
69
+ def hello_world():
70
+ return 'Hello, World!'
71
 
72
  @app.route('/api', methods=['POST'])
73
  def process_request():
 
84
  threshold = float(data.get('threshold', 0.4))
85
 
86
  # Perform image segmentation
87
+ final_mask_base64 = extract_image(pos_prompts, neg_prompts, img, threshold)
88
 
89
+ return jsonify({'final_mask_base64': final_mask_base64})
 
 
 
 
 
90
 
91
  if __name__ == '__main__':
92
  print("Server starting. Verify it is running by visiting http://0.0.0.0:7860/")
93
  app.run(host='0.0.0.0', port=7860, debug=True)