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This repo contains auto encoders and decoders using keras and tensor flow. It shows the exact encoding and decoding with the code part.

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autoencoders cnn convolutional-neural-networks decoder denoise-images denoising denoising-autoencoders image-processing image-retrieval keras-tensorflow lfw lfw-dataset neural-networks pca-analysis transpose-convolution

autoencoders-and-decoders-using-keras-and-tensorflow's Introduction

Hello, world! ๐Ÿ‘‹ I'm Praveen Kumar (PK)

๐Ÿ›  Senior AI Architect | ๐ŸŽค Educator | โœ๏ธ Tech Blogger

I'm based in the heart of innovation, Silicon Valley of India - Bengaluru. Building scalable AI products, diving deep into natural language processing, speech recognition, and computer vision, and sharing my knowledge with the world is what I live for. Let's make the tech community stronger, together!

๐Ÿ†• What's New I am working on?

I am recently working on LLM powered local hosted applications such as chatbots, PDF Parsers, Search engines, and Lang Chain. ๐Ÿฆ

๐ŸŒ Connect with me:

๐Ÿš€ What I Do:

  • ๐Ÿ” Natural Language Processing: Unlocking the power of text.
  • ๐Ÿ—ฃ Speech Recognition: Making machines understand us better.
  • ๐Ÿ‘ Computer Vision: Giving sight to computers.
  • ๐Ÿ Python Enthusiast: Writing efficient and optimized production codes.

๐Ÿ›  Recent Projects:

  1. Context Vector Search Engine - A simple ๐Ÿ–ฅ๏ธ interface where users can search ๐Ÿ” for contextually relevant text passages in documents. It employs BERT model for semantic embeddings and FAISS for efficient similarity search. When users enter a query, the system returns the most contextually relevant text passage from the corpus and highlights the matched keywords.๐Ÿš€ ๐Ÿ”— Repository

  2. Speech Recognition & Correction Tool - ๐ŸŽ™๏ธ๐Ÿ“ A powerful Flask-based web application that leverages the latest Hugging Face ASR models to provide real-time speech-to-text (STT) transcripts with an intuitive user interface for easy correction. Perfect for enhancing the quality of training datasets for ASR models. ๐Ÿš€. ๐Ÿ”— Repository

  3. Minutes of Meeting - .๐ŸŽค๐Ÿ“„ An innovative tool that transforms audio or video files into text transcripts and generates concise meeting minutes. Stay organized and efficient in your meetings, and get ready for Phase 2 where we'll be open for contributions to enable real-time meeting transcription! ๐Ÿš€๐Ÿ”— Repository

  4. ... Check more here

๐Ÿ“Š This week's stats:

PK's GitHub Stats


โญ Remember, the world is better when we share knowledge. Let's connect and inspire others!

autoencoders-and-decoders-using-keras-and-tensorflow's People

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