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Nrupatunga's Projects

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

curfil icon curfil

CUDA Random Forest implementation for Image Labeling tasks

deep-features icon deep-features

Creating a machine learning model to recognize Korean foods in photos using Google's Inception-v3 Convolutional Neural Network to generate and analyze deep features.

deep-learning-papers icon deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

deepdetect icon deepdetect

Deep Learning API and Server in C++11 with Python bindings and support for Caffe and XGBoost

demon icon demon

DeMoN: Depth and Motion Network

densenetcaffe icon densenetcaffe

Caffe code for Densely Connected Convolutional Networks (DenseNets)

dilation icon dilation

Dilated Convolution for Semantic Image Segmentation

dl-utils icon dl-utils

deep learning data pre-processing utility functions

dsac icon dsac

Code for DSAC (Differentiable RANSAC) for Camera Localization, CVPR 17

fast-image-filters icon fast-image-filters

This is PyTorch-lightning implementation of "Fast Image Processing with Fully-Convolutional Networks" (https://arxiv.org/abs/1709.00643)

fb-caffe-exts icon fb-caffe-exts

Some handy utility libraries and tools for the Caffe deep learning framework.

fblualib icon fblualib

Facebook libraries and utilities for Lua

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

gan-timeline icon gan-timeline

A timeline showing the development of Generative Adversarial Networks (GAN).

gghl icon gghl

This is the implementation of GGHL (A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection)

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