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Kiril Cvetkov's Projects

advanced-lane-detection icon advanced-lane-detection

Software pipeline to identify the lane boundaries in a video from a front-facing camera on a car. The camera calibration images, test road images, and project videos are presented as output from the pipeline.

azure-bs4-airflow-tableau-dataengineering-pipeline icon azure-bs4-airflow-tableau-dataengineering-pipeline

This repository hosts the Football Data Engineering project, a Python-based initiative that automates the extraction of stadium capacity data from Wikipedia, employs Apache Airflow for data orchestration, cleanses the extracted data, and finally pushes it to Azure Data Lake for further processing and analysis with Azure Synapse and Tableau.

began-pytorch icon began-pytorch

Implementation of BEGAN in Pytorch and other interpolation experiments

big-data-ml icon big-data-ml

This is repository, which contains the "Machine Learning Applications of Big Data" supplementary materials on Coursera

carla icon carla

Open-source simulator for autonomous driving research.

continuous_actions_rl icon continuous_actions_rl

Using Deep Deterministic Policy Gradient (DDPG) to solve the 20-agent Unity Reacher problem.

cpm icon cpm

Lipstick ain't enough: Beyond Color-Matching for In-the-Wild Makeup Transfer (CVPR 2021)

dalle2-pytorch icon dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

data-science-learning icon data-science-learning

Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.

deep-learning icon deep-learning

Implementation of Machine Learning algorithms and train models

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deepdoom icon deepdoom

Tensorflow DQN and DRQN agent playing doom

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deepvoice3_pytorch icon deepvoice3_pytorch

PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models

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