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apsi_innovations

Python/Django application to manage innovations reported by students or university employees.

arbitrary_style_transfer

Fast Neural Style Transfer with Arbitrary Style using AdaIN Layer - Based on Huang et al. "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization"

arts_app

Python web application in Django framework with random articles from the Internet.

bank_transactions_classifier

Python Jupyter Notebook Application that classifies bank transactions as fraud and normal. Dataset taken from https://www.kaggle.com/dalpozz/creditcardfraud/data. Own Neural Network implementation.

bitcoin_app

Python application using Django framework. App displays current bitcoin value in $ and some other stats.

clarans_implementation

Python implementation of widely used clustering algorithm - CLARANS.

comixify

End-to-end solution that transforms input video into a comics in just a few seconds

davis2017-evaluation

Evaluation Framework for DAVIS 2017 Semi-supervised and Unsupervised used in the DAVIS Challenges

evolutionary_algorithm

face_detection

Python Jupyter Notebook Application that detects faces in the pictures using HOG + SVM.

face_gender_recognition

Python Jupyter Notebook Application that classifies face pictures as male or female using CNN.

honeycomb_riddle

Haskell application that solves honeycomb riddle: http://www.lamiglowkimix.pl/modules/honeycomb/honeycomb.php

keras-applications

Reference implementations of popular deep learning models.

parking_app

Python parking application with SQLite3 database and console user interface

python_exercises

Files with solutions of many various Python exercises

room_booking

Simple Flask app for booking rooms. Uses remote SQL Server DB.

shell_logo_detection

Python Jupyter Notebook Application that detects Shell Company logo in the pictures using HOG + SVM.

ship_detection

Solution for Airbus Ship Detection Competition

stm

Video Object Segmentation using Space-Time Memory Networks

super-slomo

PyTorch implementation of Super SloMo by Jiang et al.

taxi_traffic_events

Python web application to analyze music preferences in NYC in specific neighborhoods based on taxi traffic from september and october 2015. Flask framework, couchdb database.

tfjs

A WebGL accelerated JavaScript library for training and deploying ML models.

todo_app

Python web application in Flask framework. Simple to do list with MySQL database and user logging in system. MVC design pattern.

whale-recognition-challenge

Kaggle competition regarding whales recognition

youtube-8m-videos-frames

Youtube-8m Videos, Frames and Ids Generator. Extract videos from youtube-8m. Extract frames from youtube-8m.