GitLab

Same functionality as thesis repo but with Git Repo code instead of mine.

This is mmdetection library that implements deformable convolution neural networks. With this library I can use attention layers with mmdetection implemented in pytorch

Lodex-Linked Open Data Extraction Tool enables to extract large ontology vocabularies out of unstructured data such as document text or social network messages. It runs as service with freebase and DBPedia vocabularies. You can create own ontologies.

The Horst graph library offers an easy to use,KISS graph library,without sleepless nights (depending on your scenario of course ;) ). We searched such a lib for our project Horst, but found no free one that fits our performance and flexibility needs.

This project provides DynaQ (http://dynaq.opendfki.de) backend functionality as SOLR modules. It is offered for free under the terms of the GPLv2.

Test task with CIFAR-10 dataset for the project "Better Class Boundaries with Interpolated Images".

Encoder decoder architecture for semantic segmentation .Encoder consists of a pretrained resnet18 and the decoder is composed of multiple layers of transposed convolution.

The CNN model with cifar10 dataset for 2 versions: 1. normalize data with mean-0 and standard deviation-1 2. samples that lie in the unit cube

Test Task of Artificial Intelligence 2020 for the topic Better class boundaries with interpolated images.

Sentiment Analysis on Amazon review data

This is a test task for unsupervised methods for natural language generation.

fully-connected autoencoder in Pytorch for the CIFAR 10

A test task where I had to add a custom filter from openCV in a convnet and see the results.