Yusuke Uchida's repositories
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.
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
seam-carving
A super-fast Python implementation of seam carving algorithm for intelligent image resizing.
kaggle-stanford-ribonanza-rna-folding-4th-place-solution
4th place solution (yu4u's part) for Stanford RiboNanza RNA Folding Competition at Kaggle.
shooting-star-generator
Generate synthetic shooting star images
kaggle-hms-4th
This is the implementation of the 4th place solution (yu4u's part) for HMS - Harmful Brain Activity Classification at Kaggle.
mmaction2
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more