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Karol Majek's Projects

ddad icon ddad

Dense Depth for Autonomous Driving (DDAD) dataset.

decord icon decord

An efficient video loader for deep learning with smart shuffling that's super easy to digest

deep_homography_estimation icon deep_homography_estimation

This project implements the 2016 paper Deep Image Homography Estimation by DeTone, Malisiewicz, and Rabinovich.

deep_sort icon deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deepgtav icon deepgtav

A plugin for GTAV that transforms it into a vision-based self-driving car research environment.

deepj icon deepj

A model for style-specific music generation

dilation-tensorflow icon dilation-tensorflow

A native Tensorflow implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions (2016). Optionally uses the pretrained weights by the authors.

drone-net icon drone-net

2664 images of drones, labeled, with trained YOLO weights.

face2face-demo icon face2face-demo

This is the accompanying code for the Medium article: https://medium.com/@karol_majek/high-resolution-face2face-with-pix2pix-1024x1024-37b90c1ca7e8

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

face_swap icon face_swap

End-to-end, automatic face swapping pipeline

fast-scnn icon fast-scnn

Implementation of Fast-SCNN using Tensorflow 2.0

fast-srgan icon fast-srgan

A Single Image Super Resolution GAN that uses a mobile net architecture as a generator.

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