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Repository containing end-to-end machine learning projects on object detection computer-vision system and local retrieval augmented generation (RAG) systems, with also showcasing their evaluation and deployment.

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SaintJeane/ml_projectsII

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Overview


  • Repository contains some of my ML projects.
  • They include:
    • object_detection_CV/: Contains a Drawing_Bounding_Box.ipynb demonstrating how to effectively draw a bounding box on an image and Object_Detection_Notebook.ipynb demonstrating the making of the actual object detection system and its upload to Hugging Face Space.

    • rag_systems/: repository is divided into:

      • local_rag/: simple local rag system that is built from scratch.

      • multimodal_rag/: simple local multimodal rag.


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Repository containing end-to-end machine learning projects on object detection computer-vision system and local retrieval augmented generation (RAG) systems, with also showcasing their evaluation and deployment.

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