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PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
System design patterns for machine learning
Media sorting tool to organize photos and videos from your camera in folders by year, month and day.
Image transformations designed for Scene Text Recognition (STR) data augmentation. Published at ICCV 2021 Workshop on Interactive Labeling and Data Augmentation for Vision.
Geometric Augmentation for Text Image
Implementation of the GBST block from the Charformer paper, in Pytorch
A synthetic data generator for text recognition
ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction
Official PyTorch implementation of Fully Attentional Networks
Label Studio is a multi-type data labeling and annotation tool with standardized output format
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Python-based tools for document analysis and OCR
Code for the ICCV'21 paper "Context-aware Scene Graph Generation with Seq2Seq Transformers"
Code Release for the paper Segmentation Grounded Scene Graph Generation
📄 Awesome CV is LaTeX template for your outstanding job application
A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiase…
Reading list for research topics in multimodal machine learning
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Most popular metrics used to evaluate object detection algorithms.
A tool for extracting plain text from Wikipedia dumps
A Machine Learning System for Data Enrichment.
A knowledge base construction engine for richly formatted data