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A Convolutional Neural Network for Segmenting and Counting Cells in Microscopy Images

License: MIT License

Python 28.40% TeX 71.60%
biology computer-vision python pytorch segmentation

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cellcount's Issues

Usage Script Request

Would you mind uploading an example script or use-case? I am interested in trying to apply this to some of my research.

when download dataset,error

Traceback (most recent call last):
  File "C:\Anaconda3\envs\tensorflow\lib\runpy.py", line 184, in _run_module_as_main
    "__main__", mod_spec)
  File "C:\Anaconda3\envs\tensorflow\lib\runpy.py", line 85, in _run_code
    exec(code, run_globals)
  File "C:\Users\zhang\Desktop\cellcount-master\cellcount-master\cellcount\cli\main.py", line 53, in <module>
    main()
  File "C:\Users\zhang\Desktop\cellcount-master\cellcount-master\cellcount\cli\main.py", line 34, in main
    args_func(args, p)
  File "C:\Users\zhang\Desktop\cellcount-master\cellcount-master\cellcount\cli\main.py", line 39, in args_func
    args.func(args, p)
  File "C:\Users\zhang\Desktop\cellcount-master\cellcount-master\cellcount\cli\parser_download.py", line 88, in func
    dl_unzip(image_uri, outdir, update)
  File "C:\Users\zhang\Desktop\cellcount-master\cellcount-master\cellcount\cli\parser_download.py", line 58, in dl_unzip
    reporthook=reporthook)
  File "C:\Anaconda3\envs\tensorflow\lib\urllib\request.py", line 198, in urlretrieve
    tfp = open(filename, 'wb')
PermissionError: [Errno 13] Permission denied: 'C:\\Users\\ZHANG~1\\AppData\\Local\\Temp\\tmp6qzt4v45'

how to run it in colab?

Hi, the idea is awesome, but I can not start the train in colab, I have the dataset and when I run
!python parser_download.py -dataset ./BBC
it not works , how should I run the command?

I also try !python setup.py install but a linux may not be a must?
70

I am so confusing,could you give me some guidance?

With reagrds, any help would be so grateful!

"No module named request"

I believe I have all requested dependencies, but get this error:
Traceback (most recent call last):
File "/home/ds/programs/python_packages/bin/cellcount", line 11, in
load_entry_point('cellcount==0.1a0', 'console_scripts', 'cellcount')()
File "build/bdist.linux-x86_64/egg/cellcount/cli/main.py", line 33, in main
File "build/bdist.linux-x86_64/egg/cellcount/cli/main.py", line 38, in args_func
File "build/bdist.linux-x86_64/egg/cellcount/cli/parser_download.py", line 17, in func
ImportError: No module named request

Error: Found 0 files in subfolders of: ./data/bbbc005/BBBC005_v1_images/

cellcount train_fpn --dataset ./data/bbbc005
Error: Found 0 files in subfolders of: ./data/bbbc005/BBBC005_v1_images/
Supported extensions are: .jpg,.jpeg,.png,.ppm,.bmp,.pgm,.tif,.tiff,.webp

I have searched this error on website, possible solution is to change the folder structure.
But I have no idea how to redesign the folder structure without changing the code.

Thanks!

demo codes not working

$ cell_count download --dataset bbbc005
$ cell_count train_fpn --dataset path/to/bbbc005
$ cell_count train --dataset path/to/bbbc005

i installed package(pip install git+url), but when i try these codes it gives syntax error
(cell_count download --dataset bbbc005
File "", line 1
cell_count download --dataset bbbc005
^
SyntaxError: invalid syntax.)
How can i fix it?

how to run it?

how to run it?I have downloaded the bbbc005 dataset,but I can't run it

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