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๐Ÿ‡ฎ๐Ÿ‡นThe Venice Time Machine: The Technology for Reading 1,000 Years of Historical Documents with AI, and Its Lessons

The Venice Time Machine tried to machine-read the public records of the Republic of Venice and build a "Big Data of the Past." This article explains, from a mainly technical viewpoint, its technical pipeline of scanning, handwritten text recognition, and graph building, along with the data-quality problems that surfaced in 2019.

digitalhumanitiesdigitalarchivesmachinelearninghistory

๐Ÿ‘‹NDL Classical Text OCR Using Google Colab

NDL classical text OCR using Google Colab

pythonmachinelearningocrndlocr

๐Ÿ™†โ€โ™€๏ธWorkaround for HuggingFace Trainer() Not Starting When Using Vertex AI Workbench

Workaround for HuggingFace Trainer() not starting when using Vertex AI Workbench

pythonmachinelearningvertex

๐Ÿ™†Building an Inference App Using Hugging Face Spaces and a YOLOv5 Model (Trained on the NDL-DocL Dataset)

Building an Inference App Using Hugging Face Spaces and a YOLOv5 Model (Trained on the NDL-DocL Dataset)

machinelearninghuggingface

๐Ÿ“šExecution Time for NDLOCR Using Google Colab

Execution time for NDLOCR using Google Colab

pythonmachinelearningcolabocr

๐ŸฅRunning the NDL Lab Automatic Figure/Table Extraction Program Using Google Colab

Running the NDL Lab Automatic Figure/Table Extraction Program Using Google Colab

machinelearningcolab

๐Ÿ‘ŒRunning NDLOCR App with Google Colab (Image Input and Result Saving via Google Drive)

Running NDLOCR App with Google Colab (Image Input and Result Saving via Google Drive)

machinelearningcolabocr

๐Ÿ‘‹Running the NDLOCR Application Using Google Cloud Platform Compute Engine

Running the NDLOCR Application Using Google Cloud Platform Compute Engine

dockermachinelearningocr

๐Ÿš€How to Use a Flask-Based YOLOv5 Model Repository with ECR and AWS App Runner

How to use a Flask-based YOLOv5 model repository with ECR and AWS App Runner

awsflaskmachinelearningyolo