HTRflow is the underlying engine for our HTR-pipeline

Experimental protocol and results for the paper "Weakly Supervised Training for Hologram Verification in Identity Documents" accepted at ICDAR 2024 by Pouliquen et al.

Experimental protocol and results for the paper "Linear Object Detection in Document Images using Multiple Object Tracking" accepted at ICDAR 2023 by Bernet et al.

Experimental protocol and results for the paper "Verification of Dynamic Holographic Behavior in Identity Documents" accepted at ICDAR 2025 by Pouliquen et al.

🔬 Data science environment for k8s

SMTP client with sendmail compatible interface

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Formation consortium Ariane - Huma-num (Lyon, 2023)

Teaching materials for the applied machine learning course at Cornell Tech (online edition)

Named Entity Recognition (NER) Annotation tool for SpaCy. Generates Traning Data as a JSON which can be readily used.

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

Clean LaTeX project for submitting to arXiv

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

A playbook for systematically maximizing the performance of deep learning models.

(CVPR 2021 Oral) LETR: Line Segment Detection Using Transformers without Edges

Implementations of edge (ED, EDColor, EDPF), line (EDLines), circle and low eccentric ellipse (EDCircles) detection algorithms.

DIAR software for synthetic document image and groundtruth generation, with various degradation models for data augmentation

🐍 Geometric Computer Vision Library for Spatial AI

Latex code for making neural networks diagrams

Annotation tools for the web. Select text, images, or (nearly) anything else, and add your notes.

A backend store for the Annotator

Create image annotations. Classify, tag images with polygons, bounding boxes or points.

An OpenSeadragon plugin for annotating high-res zoomable images

A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.

Leptonica is an open source library containing software that is broadly useful for image processing and image analysis applications. The official github repository for Leptonica is: danbloomberg/le…

OpenMMLab Detection Toolbox and Benchmark

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Annotation tool (NER) for XML documents (TEI, EAD) - WIP