audrey06100 commited on
Commit
441b340
·
1 Parent(s): 77546d5

update app.py

Browse files
Files changed (1) hide show
  1. app.py +12 -9
app.py CHANGED
@@ -4,21 +4,21 @@ import os
4
  import utils
5
  import channel_mapping
6
 
7
- def test(model_name, csv_file, chanloc_file):
8
  tmp_path = os.path.dirname(str(csv_file))
9
 
10
- input_data_name = os.path.basename(str(csv_file))
11
- output_data_name = os.path.splitext(input_data_name)[0]+'_'+model_name+'.csv'
12
 
13
  # Channel mapping
14
- input_loc_name = os.path.basename(str(chanloc_file))
15
-
16
 
17
  # step1: Data preprocessing
18
- total_file_num = utils.preprocessing(tmp_path, input_data_name, 256)
19
 
20
  # step2: Signal reconstruction
21
- utils.reconstruct(model_name, total_file_num, tmp_path, output_data_name)
22
 
23
  return tmp_path+'/'+output_data_name
24
 
@@ -26,9 +26,12 @@ input_data = gr.File(label="CSV file", file_types=[".csv"])
26
  input_loc = gr.File(label="Channel location", file_types=[".loc", "locs"])
27
  input_model_name = gr.Dropdown(choices=["ICUNet", "UNetpp", "AttUnet", "EEGART"],
28
  value="ICUNet",
29
- label="model")
 
 
 
30
 
31
- inputs = [input_model_name, input_data, input_loc]
32
 
33
  app = gr.Interface(fn=test,
34
  inputs=inputs,
 
4
  import utils
5
  import channel_mapping
6
 
7
+ def test(model_name, fill_mode, csv_file, chanloc_file):
8
  tmp_path = os.path.dirname(str(csv_file))
9
 
10
+ input_name = os.path.basename(str(csv_file))
11
+ output_name = os.path.splitext(input_name)[0]+'_'+model_name+'.csv'
12
 
13
  # Channel mapping
14
+ #input_loc_name = os.path.basename(str(chanloc_file))
15
+ channel_mapping.mapping(csv_file, chanloc_file, fill_mode)
16
 
17
  # step1: Data preprocessing
18
+ total_file_num = utils.preprocessing(tmp_path, 'mapped.csv', 256)
19
 
20
  # step2: Signal reconstruction
21
+ utils.reconstruct(model_name, total_file_num, tmp_path, output_name)
22
 
23
  return tmp_path+'/'+output_data_name
24
 
 
26
  input_loc = gr.File(label="Channel location", file_types=[".loc", "locs"])
27
  input_model_name = gr.Dropdown(choices=["ICUNet", "UNetpp", "AttUnet", "EEGART"],
28
  value="ICUNet",
29
+ label="Model")
30
+ input_fill_mode = gr.Dropdown(choices=["zero", "adjacent"],
31
+ value="zero",
32
+ label="Fill empty channels with:")
33
 
34
+ inputs = [input_model_name, input_fill_mode, input_data, input_loc]
35
 
36
  app = gr.Interface(fn=test,
37
  inputs=inputs,