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document_layout_analysis-monkai's Introduction

Document Layout Detection using MonkAI Object Detection Library

Models that takes a document image file as input and locates the position of a set of objects, predicts their labels and confidence scores.

Choice of architecture

-Inspiration from the blog- https://medium.com/@Intellica.AI/a-comparative-study-of-custom-object-detection-algorithms-9e7ddf6e765e

Yolov3, FasterRCNN & SSD are broadly top 3 model architectures that are used for Object detection. So, for this task, prediction and confidence on inference images of these 3 architectures have been compared.

Tutorial Blog

https://medium.com/@swapnil.ahlawat/object-detection-document-layout-analysis-using-monk-object-detection-toolkit-6c57200bde5

document_layout_analysis-monkai's People

Contributors

swapnil-ahlawat avatar

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