search

carpentries-incubator / intro-image-classification-cnn

new lesson on image classification with convolutional neural networks
https://carpentries-incubator.github.io/intro-image-classification-cnn/
Other
2 stars 3 forks source link

Test images #6

Closed erinmgraham closed 10 months ago

erinmgraham commented 1 year ago

Need a set of test images (keras.cifar.load_data() only has train/val)

Consider using Bing’s image generator to create new images for testing and/or ask pax to bring their own

27.07 EG Found a new dataset CINIC-10 with same format as CIFAR that can be divided into train, val, and test sets (cf keras.loadcifar() returns only train, val)

EG Note dataset is 670MB to download and can expand to >1GB depending on disk format. It’s 90K images in three sets (270K total) and takes my tf-GPU ~20min to load. Need to reconsider how to use.

erinmgraham commented 10 months ago

Decided to ditch cinic10 for simplicity's sake and just use cifar, dividing into train/test and then further dividing train into train/val