Masao-Taketani

FOTS_OCR

TensorFlow Implementation of FOTS, Fast Oriented Text Spotting with a Unified Network.

japanese_text_classification

To investigate various DNN text classifiers including MLP, CNN, RNN, BERT approaches.

text_classification_with_alexa

This module is a part of the app, which I was in charge, and created at a hackathon "【IoTLT初！】AIoTLTハッカソン - データを集めてAIを作ってみよう". The event page is below. https://iotlt.connpass.com/event/103011/

GameGAN

graphics

programs for graphics using PyOpenGL and PyGame

StarGAN-tf2

TensorFlow 2 Implementation of "StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation".

various_GANs_analysis

Analyze various GAN algorithms.

ai_study

bert-japanese

BERT with SentencePiece for Japanese text.

DL-NLP-ASR

TensorFlow 2 implementation of "Deep Learning for NLP and Speech Recognition" written by Uday Kamath, John Liu, and James Whitaker.

multi-agent-env-generator

My master research implementation titled 'Multi-Agent Simulated Environments Generated by a Transformer-Based Generative Model'.

ds_and_algo_study_in_python

A study repo for data structures and algorithms in Python.

for_TFUG

GANimation-tf2

TensorFlow 2 Implementation of "GANimation: Anatomically-aware Facial Animation from a Single Image".

how_program_works

Python implementation of a book called "How Program Works" written by Hisao Yazawa.

human_face_analyzer

This module can detect human faces and analyze its' sex, race and age.

JPN-EN-Transformer-translator

Japanese-English Transformer translator implemented with TensorFlow 2.

Mario-RL-tf2

Mario played by Reinforcement Learning and implemented with TensorFlow 2.

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Monk_Object_Detection

A one-stop repository for low-code easily-installable object detection pipelines.

my_pitching_velocity_analysis

The repository is to analyze my pitching velocity while training to increase my fastball pitching velocity.

neural_machine_translation

Try various NMT(Neural Machine Translation) methods such as seq2seq or attention and see the results.

object_tracking

This repo is to try various object tracking methods.

pitch_velocity_prediction

To predict a pitch velocity from a video.

PRML

This project includes some codes that are useful to understand PRML, which is a book officially named 'PATTERN RECOGNITION AND MACHINE LEARNING' by Chris Bishop

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

TensorFlow_practice

This repo is to gain some knowledge of TensorFlow 1.x and 2.x.

text_generation

Try various text generation DNN methods.

UGATIT-tf2

TensorFlow 2 Implementation of "U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation".

word2vec_app

Web application of Word2Vec