[−][src]Crate cifar_ten
Parses the binary files of the CIFAR-10 data set and returns them as a pair of tuples (data, labels)
with of type and dimension:
- Training data:
Array4<u8> [50_000, 3, 32, 32]
andArray2<u8> [50_000, 10]
- Testing data:
Array4<u8> [10_000, 3, 32, 32]
andArray2<u8> [10_000, 10]
OR
- as a set of flattened
Array2<f32>
structures in the same arrangement.
A random image from each dataset and the associated label can be displayed upon parsing. A tar.gz
file with the original binaries can be found here.
ⓘThis example is not tested
use cifar_ten::*; fn main() { let (train_data, train_labels, test_data, test_labels) = Cifar10::default() .show_images(true) .build() // or .build_as_flat_f32() .expect("Failed to build CIFAR-10 data"); }
Dependencies
The crate's show
feature uses the minifb
library to display sample images, which means you may need to add its dependencies via
sudo apt install libxkbcommon-dev libwayland-cursor0 libwayland-dev
Structs
Cifar10 | Data structure used to specify where/how the CIFAR-10 binary data is parsed |