Ward Van LaerinIxorHow we scaled our invoice recognition to process over 5 million pages every month.Our machine learning team has been building and improving our document processing algorithms for over 2 years now. You can read a lot about…Feb 25, 2022Feb 25, 2022
Ward Van LaerinIxorUsing triplet learning for improvement of our invoice recognition modelIn one of our previous blogs we talked about how we use a convolutional neural network for invoice recognition. At IxorThink, we have kept…Dec 10, 2021Dec 10, 2021
Ward Van LaerinIxorTraining an ML Model with Anonymous DocumentsClassification and detection systems for documents like invoices or payslips can be used to automate and improve complex…Oct 27, 20201Oct 27, 20201
Ward Van LaerinIxorUsing Neural Networks for Invoice RecognitionAbout two years ago, we started developing a machine learning model for named entity recognition (NER) on invoices. For a computer, this…Jan 6, 2020Jan 6, 2020
Ward Van LaerinIxorOur Machine Learning Workflow: DVC, MLFlow and Training in Docker ContainersGoogling for machine learning frameworks to version data, track python models etc.. I was surprised to see that these tools are still rare…Jul 3, 20193Jul 3, 20193
Ward Van LaerinIxorUsing Wavenet for EEG seizure detectionApproximately 50 million people worldwide have epilepsy, making it one of the most common neurological diseases globally. In one of our…Jan 23, 20192Jan 23, 20192
Ward Van LaerinIxorDeploying your ML model using Flask and DockerWhile a lot of blogs and online courses exist around teaching you how to build and train a simple machine learning model or a deep neural…Oct 31, 2018Oct 31, 2018
Ward Van LaerinIxorVisual Fashion Recognition: a DemoAt IxorThink we are currently working on a visual fashion recognition system using deep learning. We are developing this model a Belgian…Aug 31, 2018Aug 31, 2018
Ward Van LaerinIxorRecognition of Named Entities on Invoices for IxorDocsIxorDocs is the digital link between your company and its clients, employees and the government. Your invoices are sent securely to the…Aug 2, 2018Aug 2, 2018
Ward Van LaerinIxorHybrid Triplet Mining for Siamese Neural NetworksAt IxorThink we are currently working on a visual fashion recognition system using deep learning. We are developping this model for a…Jul 23, 20182Jul 23, 20182