Yusuke Uchida

age-gender-estimation. Keras implementation of a CNN network for age and gender estimation

noise2noise. An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"

convnet-drawer. Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions

age-estimation-pytorch. PyTorch-based CNN implementation for estimating age from face images

mixup-generator. An implementation of "mixup: Beyond Empirical Risk Minimization"

cutout-random-erasing. Cutout / Random Erasing implementation, especially for ImageDataGenerator in Keras

dnn-watermark. Implementation of "Embedding Watermarks into Deep Neural Networks," in Proc. of ICMR'17.

awesome-kaggle-grandmaster-stories.

kaggle-open-images-2019-instance-segmentation. Simple solution for Open Images 2019 - Instance Segmentation competition using maskrcnn-benchmark.

conv-benchmark. Evaluating efficiency of several types of convolutions

imgcrop. Simple image augmentation library focusing on random geometric cropping

kaggle-czii-4th. This is the implementation of the 4th place solution (yu4u's part) for CZII - CryoET Object Identification at Kaggle.

kaggle-rsna2024-4th. This is the implementation of the 4th place solution (yu4u's part) for RSNA 2024 Lumbar Spine Degenerative Classification at Kaggle.

seam-carving. A super-fast Python implementation of seam carving algorithm for intelligent image resizing.

shooting-star-generator. Generate synthetic shooting star images

kaggle-stanford-ribonanza-rna-folding-4th-place-solution. 4th place solution (yu4u's part) for Stanford RiboNanza RNA Folding Competition at Kaggle.

kaggle-hms-4th. This is the implementation of the 4th place solution (yu4u's part) for HMS - Harmful Brain Activity Classification at Kaggle.

kamon. Scripts to crawl kamon images and resize them

awesome-hierarchical-vision-transformer.