深度碎片

### What to do if `size` is not 224? 30:19 - 31:50 [What to do if `size` is not 224](https://ytcropper.com/cropped/Xf5c6b73bbaa73c) * `get_transforms` function will make the size so - data...

### What does normalize do to `DataBunch`? 29:56-30:19 [What does normalize do to `DataBunch`](https://ytcropper.com/cropped/Xf5c6b6711773ea) - to make data about the same size with same mean and std 目录 Lesson 1...

### What is a DataBunch 29:15-29:56 [What is a DataBunch](https://ytcropper.com/cropped/Xf5c6b662ca74fb) What does DataBunch contain - training Dataset - images and labels - texts and labels - tabular data and labels...

### Why and how to pick the image size for DataBunch? 27:48-29:15 [Why and how to pick the image size for DataBunch](https://ytcropper.com/cropped/Xf5c6b5fbb4c503) * Why do we need to set the...

### How to get the labels of dataset? 25:40-27:53 [How to get the labels of dataset](https://ytcropper.com/cropped/Xf5c6b58f797da4) How to observe the pattern of the label from filename? How to create DataBunch...

### How to access image folders and check filenames inside 23:56-25:49 [How to access image folders and check filenames inside](https://ytcropper.com/cropped/Xf5c6b54fb258e8) - How to get the path of the dataset -...

### How to download dataset with fastai 21:07-23:56 [How to download dataset with fastai](https://ytcropper.com/cropped/Xf5c6a9346be287) * where is dataset stored * AWS provides large storage for quick downloading * what does...

### Academic vs Kaggle Datasets, CatsDogs vs Pets dataset 17:56-21:08 [Academic vs Kaggle Datasets, CatsDogs vs Pets dataset](https://ytcropper.com/cropped/Xf5c6a7f8a2d5d8) What are the two main resources for dataset? - Academics and Kaggle...

### What are fastai lib and how to use it? 14:00-17:56 [What are fastai lib and how to use it](https://ytcropper.com/cropped/Xf5c6a5ffbe28b1) * `fast.ai` is the organization name * `fastai` is library...

### What are Jupyter magics? 13:17-14:00 [What are Jupyter magics](https://ytcropper.com/cropped/Xf5c6a5a074987b) * If any changes to underlying libraries, reload them * plot graphs in cells * they are used in all...