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  • Computer Vision Engineer
Ostyk's github stats

Michal Ostyk's Projects

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

automold--road-augmentation-library icon automold--road-augmentation-library

This library augments road images to introduce various real world scenarios that pose challenges for training neural networks of Autonomous vehicles. Automold is created to train CNNs in specific weather and road conditions.

bartending-bot icon bartending-bot

Human Robot Interaction (HRI) project for Prof. Nardi's AI class.

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

centernet_old icon centernet_old

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

dwt icon dwt

Deep Watershed Transform for Instance Segmentation

guides icon guides

A collection of succinct guides - Public Domain

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

ig_hw1 icon ig_hw1

Interactive graphics homework uisng WebGL and Javascript

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

pbt-gan-1 icon pbt-gan-1

Applying Population Based Training on Generative Adversarial Networks.

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