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Alexey Prikhodko's Projects

book_python icon book_python

Книга: Паттерны разработки на Python

cli icon cli

command line interface

cnn-explainer icon cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

hand-gesture-recognition-using-mediapipe icon hand-gesture-recognition-using-mediapipe

MediaPipe(Python版)を用いて手の姿勢推定を行い、検出したキーポイントを用いて、簡易なMLPでハンドサインとフィンガージェスチャーを認識するサンプルプログラムです。(Estimate hand pose using MediaPipe(Python version). This is a sample program that recognizes hand signs and finger gestures with a simple MLP using the detected key points.)

hierloss icon hierloss

Hierarchical Loss function from paper YOLO9000

locgest icon locgest

Программа распознавания места исполнения жеста на базе фонетической транскрипции HamNoSys

make_sign_stills icon make_sign_stills

Estimates sign holds for sign videos and outputs overlay stills of the sign

ml_in_production icon ml_in_production

A set of demo of deploying a Machine Learning Model in production using various methods

mlflow_mtl icon mlflow_mtl

Multitask learning with independent models using MLflow

mlops-specialization-notes icon mlops-specialization-notes

Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng

puml-for-markdown icon puml-for-markdown

A CLI tool to embed interactive PUML diagrams to your github markdown files.

pycabook icon pycabook

Source of the book "Clean Architectures in Python"

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