Lplenka

Autonomous-Car-Parking

Project to compare the performance of three different family of AI algorithms for autonomous car parking task.

Behavioral-Cloning

The project aimed at building a CNN based deep neural network that will be able to clone the driving behaviour of human driver, thus being able to drive autonomously on a simulator provided by Udacity.

BERT-for-SQuAD

Implementation of BERT for SQuAD dataset.

Car-Damage-Detection

Car damage detection from images using Detectron 2.

cracking-morse-code-with-LSTMs

A sequence-to-sequence model that can provide English equivalent of given morse code

Data-Pipeline-with-Airflow

Udacity Project to develop an ETL pipeline using Airflow

Electron-Spectron

Electron testing using Spectron

Extended-Kalman-Filter

Project aimed at track a bicycle's position and velocity using Kalman filter, lidar measurements and radar measurements.

Neural_Network_Step_by_Step

Built a Neural Network from scratch

Traffic-Sign-Classifier-Project

The project aimed at creating a pipeline using deep neural networks and convolutional neural networks to classify traffic signs.

Lplenka/Car-Damage-Detection

Car damage detection from images using Detectron 2.

Lplenka/BERT-for-SQuAD

Implementation of BERT for SQuAD dataset.

Lplenka/BERT-for-NER

Implementation of BERT for Named Entity Recognition

Lplenka/Data-Pipeline-with-Airflow

Udacity Project to develop an ETL pipeline using Airflow

Lplenka/DS_NN

Repo to learn and practice Data Science from scratch

Lplenka/lplenka.github.io

My Portfolio

Lplenka/yolov3_transfer_learning

Transfer learning using YOLOv3 on new dataset

Lplenka/Autonomous-Car-Parking

Project to compare the performance of three different family of AI algorithms for autonomous car parking task.

Lplenka/COCO-Assistant

Helper for dealing with MS-COCO annotations

Lplenka/coco_api

Lplenka/cocoapi

COCO API - Dataset @ http://cocodataset.org/

Lplenka/cocosynth

COCO Synth provides tools for creating synthetic COCO datasets.

Lplenka/CS7CS4_ML_Group_Project

Lplenka/dlaicourse

Notebooks for learning deep learning

Lplenka/Hands-On-Computer-Vision-with-TensorFlow-2

Hands-On Computer Vision with TensorFlow 2, published by Packt

Lplenka/leetcode

LeetCode Problems' Solutions

Lplenka/macbf

Learning Safe Multi-Agent Control with Decentralized Neural Barrier Certificates

Lplenka/machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

Lplenka/MARL_CAVs

Multi-agent Reinforcement Learning for Autonomous Vehicles

Lplenka/MXnet_projects

Building Deep Learning projects using MXNet

Lplenka/Optimising-public-transportation-CTA

Created a streaming event pipeline around Apache Kafka and its ecosystem. Using public data from the Chicago Transit Authority we will construct an event pipeline around Kafka that allows us to simulate and display the status of train lines in real time.

Lplenka/personal-website

Code that'll help you kickstart a personal website that showcases your work as a software developer.

Lplenka/pystan

PyStan, the Python interface to Stan

Lplenka/Recommendation-Engine-for-modelling-Covid-19-Spread

Project to model the spread of Covid-19 in Supermarket using recommendation engine to predict the consumer buying behaviour

Lplenka/Reverse-Image-Search-Engine

Instance Retrival using deep learning. A project to build a deep learning pipeline which enables search for similar images given an image.

Lplenka/rl-agents

Implementations of Reinforcement Learning and Planning algorithms

Lplenka/SAC-RCBF

Lplenka/SF-Crime-statistics-with-Spark-Streaming

Lplenka/System-Design-Globally-Accessible-Distributed-System

Lplenka/wave-bird-recognition