atapour/keras-dl-examples

Stars
3
Rank 3,963,521 (Top 79 %)
Language
Jupyter Notebook
License
GNU Lesser Genera...
Created almost 4 years ago
Updated about 3 years ago

atapour/keras-dl-examples

atapour

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Examples and demonstration written in Python and Keras used in the "Deep Learning" lecture series at Newcastle University (CSC8637).

monocularDepth-Inference

Inference pipeline for the CVPR paper entitled "Real-Time Monocular Depth Estimation using Synthetic Data with Domain Adaptation via Image Style Transfer" (http://atapour.co.uk/papers/atapour18monocular.pdf).

depthComp

A real-time depth filling approach based on prior image segmentation (http://www.atapour.co.uk/papers/BMVC2017.pdf).

ip-python-opencv

Examples and code demonstrations for the Image Processing module at Durham University

temporal-depth-segmentation

Source code (train/test) accompanying the paper entitled "Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach" in CVPR 2019 (https://arxiv.org/abs/1903.10764).

rank-over-class

Source code for the training pipeline of the text ranking model used in the paper entitled "Rank over Class: The Untapped Potential of Ranking in Natural Language Processing" (https://arxiv.org/abs/2009.05160).

ransomware-classification

Training and testing pipeline for ransomware classification based on screenshots of the splash screens or ransom notes (https://arxiv.org/pdf/1908.06750.pdf).

dl-pytorch

Examples and code demonstrations for the Deep Learning module at Durham University

Jupyter Notebook

depth-hole-prediction

This repository contains code for training and testing a model used to predict where holes would appear in a depth image based on an RGB image input.

invisible-me

This repo contains a set of simple excercises in colour filtering from a live video image. The demo will lead to the implementation of a simple "cloak of invisibility".

PyTorch_Demo

Simple PyTorch code demonstration.

Jupyter Notebook