Questions about nlp Imdb notebook
1- Let’s say I have already prepared train and valid datasets? how to pass them to tokenizer/numericalizer?
2- How to set a different language to the Tokenizer? Like lang=”pt”?
version 1.0.21
It is updated with ImageDeleter function
https://forums.fast.ai/t/lesson-2-further-discussion/28706/62?u=win
Password is deeplearningSF2018 (do not share outside the forum group)
Is there a suggested way to to prediction on batches of images? Not from the web but just scripted?
But I think @rrmphal is looking for a code repo to contribute.
Is the recommendation for Andrew Ng’s original Coursera course or the new @ deeplearning.ai or both?
The original one
The fastai ML course covers random forest in detail…can we expect ML part2 covering GBMs?
Good resources re: deployment in general (for beginners)?
I have done both the courses. But I felt it to be more theoretical and I was not confident enough to dive into dive into Deep Learning coding as opposed to this course. But I think it was also a great course to get deeper knowledge
I think doing a simple Flask tutorial would be helpful for understanding deployment: http://flask.pocoo.org/docs/1.0/quickstart/
Once you see how to set up a simple webserver that replies with “hello world”, you’ll just need to adapt for response that returns your model prediction. Here’s my example
Anyone have resources for how to get started using video? (i.e. pulling frames from a video and submitting those to a model?)
I made a post earlier this year before V1 came out and didn’t get much traction. I would love to train a model and build an app to play the game Set. It’s a fantastic card game and even Peter Norvig did an analysis of it.
Anybody want to form a team? I think the hardest part of this will be the dataset. I’m not in a study group at this point as I’m remote and kind of alone in my city.
Where to find today’s class slides?
Can we set how many augmentation we apply for one image in epoch?
I write a short tutorial to use kaggle API in google colab. It may help
Getting a bunch of errors. E.g., in Config.data_path()/'planet'
, it’s saying that Config
doesn’t have data_path
attribute. Similarly
src = (ImageFileList.from_folder(path)
.label_from_csv('train_v2.csv', sep=' ', folder='train-jpg', suffix='.jpg')
.random_split_by_pct(0.2))
fails with
TypeError: datasets() missing 1 required positional argument: 'dataset_cls'