Alexey Prikhodko's repositories
ml_in_production
A set of demo of deploying a Machine Learning Model in production using various methods
ActionDetectionforSignLanguage
A practical implementation of sign language estimation using an LSTM NN built on TF Keras.
Book_python
Книга: Паттерны разработки на Python
Clean-Code-in-Python
Clean Code in Python, published by Packt
cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization.
coursera-machine-learning-engineering-for-prod-mlops-specialization
Programming assignments and quizzes from all courses within the Machine Learning Engineering for Production (MLOps) specialization offered by deeplearning.ai
ensemble-dvc-template
Skeleton for DVC pipeline to evaluate multiple models together
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
Hierarchical Loss function from paper YOLO9000
mlflow_MTL
Multitask learning with independent models using MLflow
MLOps-Specialization-Notes
Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng
playground
Play with neural networks!
puml-for-markdown
A CLI tool to embed interactive PUML diagrams to your github markdown files.
pycabook
Source of the book "Clean Architectures in Python"
pytorch_active_learning
PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book
rnnExplainer
An interactive visualization App aims to help non-exports learn about Recurrent Neural Networks (RNNs)
scrcpy
Display and control your Android device
sign-translate
A bi-directional multilingual translation app for desktop and mobile, based on state-of-the-art real-time client-side models.
Sign2MINT
Projekt zur Entwicklung eines MINT-Fachgebärdenlexikons