mtszkw

foosball

Analysis of table soccer games based on video recordings

fast-torch

Comparing PyTorch, JIT and ONNX for inference with Transformers

visual-odometry

Feature tracking and (monocular) visual odometry using KITTI dataset

kubeflow-deploy

Instructions for deploying Kubeflow on EKS and minikube

surface-crack

Surface crack images classification using PyTorch Lightning

lightning-lr-find

Finding good learning rate in PyTorch Lightning

mnist-workflow

Automated ML pipeline with DVC, S3 and GitHub Actions

matching

Object detection using feature matching and homography

shutdown

Standalone GUI application for scheduling system shutdown

ml-production

bodywork-playground

bookmarks

Personal list of resources for AI, programming, math stuff and more

boston-flask-app

Boston ML App but with Flask instead of FastAPI

boston-ml-app

App for testing productization & deployment of ML apps

clothes-interview

Training and inference of clothes classifier

contests

Snippets from competitive programming contests and online-judges

fraud-detection

Fraud detection in credit card transactions history (97.7% F1)

kfctl

Kubeflow kfctl utility and Kubernetes kubectl CLI in a container

lish-moa

Kaggle - Mechanisms of Action (MoA) Prediction

ml-app-k8s

Deploying Boston ML App on K8s with Helm Charts

mlops-template

mtszkw

pointpicker

Annotate points or bounding boxes on images and export them to file

sentiment

Sentiment Analysis pipeline with SKLearn, Metaflow, AWS and GitHub CI

tabular-playground

Kaggle: Tabular Playground Series - Jan 2021

twoview_sfm

Reconstructing 3D point cloud from two stereo images (two-view)