Official adversarial mixup resynthesis repository

ProbSpace 「くずし字」識別チャレンジ 2位解法

Japanese Handwritten Character Recognition using DropBlock Regulzarization

Hands-on tutorial on Bayesian optimization for learning rate optimization on the K-MNIST dataset using PyTorch.

Kuzushiji, a form of cursive writing that is popularized in pre-modern Japan prior to the 19th century. Most historical documents that exist today are written in this form of writing. Therefore, I wish to train a model that could transcribe ancient Kuzushiji scripts into modern characters for researchers.

Training a convolutional neural network on the KMNIST dataset

Translator from KMNIST encoded pages to readable EMNIST, based on unsupervised learning algorithms.