STL10 | Python utilities for reading the STL-10 dataset | 3D Printing library
kandi X-RAY | STL10 Summary
kandi X-RAY | STL10 Summary
After battling for some time with reading the STL-10 dataset from the raw binary files in python 2.7, I've managed to load them quite easily and I'm sharing the solution here in hopes of saving time for other people. The usage is relatively straightforward, the file stl10_input.py contains all the necessary methods for downloading and reading data along with a test main funct for displaying an image.
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Top functions reviewed by kandi - BETA
- Save images to disk
- Save an image
- Read all images from file
- Download and extract a tarball
- Read a single image file
- Read the labels from a file
- Plot an image
STL10 Key Features
STL10 Examples and Code Snippets
Community Discussions
Trending Discussions on STL10
QUESTION
This is a very simple question, I'm just trying to select a specific class of images (eg "car") from a standard pytorch image dataset. At the moment the data loader looks like this:
...ANSWER
Answered 2020-Dec-06 at 20:56Done it!
QUESTION
Is it possible to pull only where class = 0 in the STL10 dataset in PyTorch torchvision
? I am able to check them in a loop, but need to receive batches of class 0 images
ANSWER
Answered 2018-Jul-14 at 13:07If you only want samples from one class, you can get the indices of samples with the same class from the Dataset
instance with something like
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Install STL10
You can use STL10 like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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