Hi Ahmed, I've completed all parts of your helpful guide, however when applying the logistic regression I get an error that X_val does not exist? Any idea why? I have trained 3 models (however they all give up around 12 epochs for some reason, I could never get it to 35 epochs like yours...? I do get an AUC of around 92 tho.
I go through all your 3 posts I have some confusion - this whole project is using alexnet alone or combination of alexnet and some other cnn. Can you clear my confusion
@@AhmedBesbes how did you unzip file im getting BadZipFile: Bad magic number for file header - the file header is b'PK\x03\x04' when most zip files are \x50\x4B\x03\x04"
@@AhmedBesbes running your code for knee tear im getting the error ---- ImportError Traceback (most recent call last) in () 17 18 #from dataloader import MRDataset ---> 19 from dataloader import read_data_sets 20 import model 21 /usr/local/lib/python3.6/dist-packages/dataloader/__init__.py in () ----> 1 from dataloader import read_data_sets ImportError: cannot import name 'read_data_sets' Have you seen this ? I runnning in colab jupyter notebooks
Hi ,this is amazing project, Can you please help what are input images you take for the model ,I am confused about dataset
Hi Ahmed, I've completed all parts of your helpful guide, however when applying the logistic regression I get an error that X_val does not exist? Any idea why? I have trained 3 models (however they all give up around 12 epochs for some reason, I could never get it to 35 epochs like yours...? I do get an AUC of around 92 tho.
Amazing!
Did you build your interface using React ?
No, with Dash.
Code available on my github: github.com/ahmedbesbes/mrnet/tree/master/dash
I go through all your 3 posts
I have some confusion - this whole project is using alexnet alone or combination of alexnet and some other cnn. Can you clear my confusion
This final model is a logistic regression based on the stacking of three AlexNet-Based models.
What platform did you use to do the Stanford ACL tear data set ? Im using Colab and not sure best way to pull in that dataset its running slow
Hello Carey,
I'm using my personal machine equipped with an Nvidia GPU
@@AhmedBesbes have any suggestions using Colab? or I could switch to AWS?
@@AhmedBesbes how did you unzip file im getting BadZipFile: Bad magic number for file header - the file header is b'PK\x03\x04' when most zip files are \x50\x4B\x03\x04"
@@careymain3036 Move to AWS: you can customize your machine and increase its memory / disk. Colab is quite limited.
@@AhmedBesbes running your code for knee tear im getting the error ---- ImportError Traceback (most recent call last)
in ()
17
18 #from dataloader import MRDataset
---> 19 from dataloader import read_data_sets
20 import model
21
/usr/local/lib/python3.6/dist-packages/dataloader/__init__.py in ()
----> 1 from dataloader import read_data_sets
ImportError: cannot import name 'read_data_sets'
Have you seen this ? I runnning in colab jupyter notebooks