teapack1,Ondrej Major,github

Classical audio-classification ML task built on Tensorflow 2. Training notebook, exploratory data analysis, feature extraction, model class with several model architectures. Automatic testing on new imported data batches. Real-time inference using input audio device, triggers to specified Artnet universe. Use wtih my ADRT dataset creator

audio-dataset-recorder-tools

This produces complete audio datasets or just a one quick recording. Smart recording, metadata, augmentation and more. Immediate playback, peak-normalization, trim-padding.

bluetooth-skidsteer-toy

cheat-sheet

Python, Tensorflow, Ubuntu, Transformers, Arduino, Raspbrrry Pi

face-detection

test ML

gesture-control-artnet-with-mediapipe

This is a sample program that recognizes hand signs and finger gestures with a simple MLP using the detected key points. Handpose is estimated using MediaPipe. Gestures to control DMX lighting over Artnet

home-assistant-docker-dev

My personal setup of Home Assistant running on docker and integrating many plugin containers instead of addons.

iot_webserver_python

Flask webserver with clean modern UI. Server is used to gather information and also control devices. It creates graphs out of device readings. Planed is to make predictions out of the data and also automaticaly control devices based on these predictions.

linux-autostart-app-selector

mailphoto

Python script that takes all jpg and png images in the folder and scale their size to 1024p.

ml_audio

notebooks-scripts

Singular file projects, helpful scripts, utils and notebboks.

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

project-time-tracker

This app tracks your time spent on projects and puts it down in an Excel spreadsheet. When app running you interact with minimalistic UI to control active project.

rag-qa-webapp

RAG app using ChromaDB, Langchain, OpenAI and HuggingFace. Retrieve and Ingest data from .pdf and .txt in czech or english language with a fast API frotend interface.