Published inTowards Data SciencePowerful Collaboration of AI Agents with CrewAIA hands-on marketing use caseFeb 128Feb 128
Published inTowards Data ScienceMachine Learning is Not All You Need: A Case Study on Signature DetectionMachine learning should not be your go-to solution for every task. Consider the KISS principle like Idid for for signature detectionDec 21, 20231Dec 21, 20231
Denoising and reconstructing dirty documents for optimal digitalizationI participated in the Denoising ShabbyPages competition at kaggle where the goal is to denoise dirty documents. You are given image pairs…Oct 16, 2023Oct 16, 2023
Published inTowards Data ScienceOCR-Free Document Data Extraction with Transformers (2/2)Donut versus Pix2Struct on custom dataAug 10, 2023Aug 10, 2023
Published inTowards Data ScienceOCR-Free Document Data Extraction with Transformers (1/2)Donut versus Pix2Struct on custom dataApr 28, 20232Apr 28, 20232
Published inTowards Data ScienceEffective Data Augmentation for OCRMy recipe to reach those last percents of (ac)cu(re)tenessApr 6, 20231Apr 6, 20231
Hands-on: document data extraction with 🍩 transformerMy experience using donut transformers model to extract invoice indexes.Mar 14, 20232Mar 14, 20232
OCR comparison: Tesseract versus EasyOCR vs PaddleOCR vs MMOCRYou probably know there are lots of open and freely usable Optical Character Recognition engines out there. But to know how they perform in…Mar 7, 20232Mar 7, 20232