Vadim Zavadsky's Projects
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
MADE 2020 Advanced ML course homeworks
This project simulates the inspection of shampoo bottles on a conveyor belt to verify if the bottle cap has been placed properly or not. It uses openCV to make the image processing and has an intuitive supervisory interface to display history of misplacement.
opencv-python瓶口缺陷检测小项目源代码
hik api
A database management system for restaurant inspection records, restaurant-related tweets, and other relevant data.
An overview of cases, public datasets, books and academic papers related to applying ML in industrial applications
deep learning based visual inspection system for industrial quality control
A collection of machine learning examples and tutorials.
Computer Vision course materials
Fundamentals of Deep Learning course notebooks
Mobile robotics for MADE mail.ru
MANUfacturing Edge Lightweight Accelerator - Showcase Visual Inspection on OpenShift Kubernetes
WIP: Roadmap to becoming a machine learning engineer in 2020
a demo for visual inspection of objects
Learn OpenCV in 4 Hours - Code used in my Python and OpenCV course on freeCodeCamp.
PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593
An automated production line visual inspection project for the identification of faults in Coca-Cola bottles leaving a production facility
Python sample codes for robotics algorithms.
A Responsive slider with fluid animation, as seen here: http://www.rockstargames.com/V/
Experiments with tensorflow/models/