fastai users


dev projects Would you like to help with implementing some of the needed tools and features of the fastai project? This thread is the place to find what needs to be done. It’s open to all users. fastai-v2 This category is for discussing the development of fastai v2. The reason we are rewriting fastai from scratch is <a href="https://forums.fast.ai/t/fastai-v2-roadmap/46661?u=xyz">discussed here</a>. Currently it’s in an early stage. It’s heavily based on the latest (2019) “Deep Learning From The Foundations” course so be sure to complete that, if you want to understand what’s going on. The lib, tests, and docs are all generated from a single set of notebooks here: fastai dev This category is for discussion of development of fastai v1, a rewrite of the fastai library, including:
Topic Replies Created
Fastai v1 install issues thread

The up-to-date installation instructions can be found here. Before posting in this thread please read the troubleshooting instructions. If you still need help please follow the instructions at https://docs.fast.ai/supp…

379 October 4, 2018
Major new changes and features

This topic is for announcements of all breaking changes in the API or new features you can use. You should subscribe to it to receive notifications about those. It’s locked and closed so that only the admins can post in…

9 March 12, 2019
How to contribute to fastai

This is a summary how-to wiki thread/post - that means you can edit and improve it! For discussion and questions about it please use this thread instead: https://forums.fast.ai/t/how-to-contribute-to-fastai-discussion/3…

4 February 11, 2019
About the fastai users category 1 October 21, 2018
Tensorboard Integration 20 February 13, 2019
Object detection in fast.ai v1 76 November 4, 2018
Res2Net with some improvements and implementation 5 September 8, 2019
Fastai v2 tabular 62 August 29, 2019
A Guided Walk-through of 2.0 (Like Practical Deep Learning for Coders) 31 October 25, 2019
Fastai v2 vision 63 August 29, 2019
Dicom to RGB channel 1 November 12, 2019
Transfer learning with different model shapes (error: size mismatch) 9 October 22, 2018
Fastai v2 chat

Use this topic for general chat about fastai v2 dev - especially questions and answers that are fairly short, and for real-time discussion.

393 August 29, 2019
Adding EfficientNet to fastai vision 53 August 28, 2019
IndexError: list index out of range when using lr_find() with SaveModelCallback() 2 November 12, 2019
Error loading saved model with custom loss function 5 February 8, 2019
Issue with loading model 6 March 22, 2019
Learn.get_preds() RuntimeError: CUDA out of memory 12 July 15, 2019
Meet Mish: New Activation function, possible successor to ReLU? 578 August 27, 2019
Productionizing models thread 153 October 28, 2018
Error using ClassificationInterpretation.from_learner 2 November 11, 2019
How to create a callback using torch.multiprocessing (TPU) 129 October 10, 2019
RuntimeError: CUDA error: device-side assert triggered when using unet_learner 14 March 10, 2019
Fastai v2 text 15 August 29, 2019
Tensorboard callback does not show model_stats and image 1 November 11, 2019
Issue with untar_data - checks.txt 4 November 6, 2019
Training a AWD-LSTM with tuples of text 1 November 11, 2019
Fastai v2 code walk-thru 6 7 September 16, 2019
Fastai V2 Resources - blogs/projects/articles/research papers 3 November 10, 2019
Fastai on AMD GPUs - Working dockerfile 3 April 8, 2019