Machine Learning Projects

Overview

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Repository contains Computer Vision based and Natural Language Processing (RAG based) machine learning projects.

They are:

• Object Detection (Computer Vision): Contains Drawing_Bounding_Box.ipynb demonstrating how to effectively draw a bounding box on an image and Object_Detection_Notebook.ipynb showcasing the building of the actual object detection system and its deployment into Hugging Face Spaces for live inference.

• Rag Systems (NLP): subfolder is divided into:

  • local_rag: consists of local rag system built from scratch.

  • multimodal_rag: contains implementation of a local multimodal rag.

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