I am trying to run the notebook from Lesson 1 and 2 on a very big data set of images. The notebook seems to die without any error logging when using ImageClassifierData.from_csv
This is what I run.
This part works fine:
tfms = tfms_from_model(resnet50, 199, aug_tfms=transforms_side_on, max_zoom=1.1)
But this part does not:
train_csv = PATH + "train.csv" data = ImageClassifierData.from_csv(PATH, 'train', train_csv, test_name='test', num_workers=1, val_idxs=val_idxs, suffix='.jpg', tfms=tfms, bs=16)
After a minute or two I get this:
Nothing is ever written to the console.
Does anyone know whats going on? I believe it might be the fact that it is a very very large data-set of images (~150 Gb big).