Content with tag:

TensorFlow

• Blog Post

  Creating a Boggle Solver With the Power of WebAssembly and Rust

  Using TensorFlow, OpenCV, and Rust compiled to WebAssembly to solve Boggle in the browser!
  
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  • WebAssembly
  • Rust
  • Boggle
  • OpenCV
  • TensorFlow
  • SvelteKit
  • JavaScript
• Project
  • </>

  Live Speaker Identification and Speech Transcription

  My culminating undergraduate project that leverages OpenAI’s Whisper, enabling live audio transcription and speaker identification – all without an internet connection.
  
  

  • SvelteKit
  • TensorFlow
  • Python
  • JavaScript
  • Flask
  • OpenAI
• Project
  • </>

  Roggle - A WebAssembly Powered Boggle Solver

  Roggle harnesses the power of WebAssembly to bring Rust’s performance, OpenCV’s image processing tools, and TensorFlow’s AI classification to a modern browser-based Boggle Solving website. Checkout the blog post on how I made it!
  
  

  • WebAssembly
  • OpenCV
  • TensorFlow
  • Rust
  • JavaScript
  • SvelteKit
• Project
  • </>

  Robot Plate Detection Model

  As AI team lead of Queens University's Robomaster Design Team, I led twenty students toward learning, designing and creating auto-targeting robot artificial intelligence. Using TensorFlow's Object Detection API and transfer learning on YOLOv3, we successfully deployed a detection algorithm that creates bounding boxes around enemy robot hit plates. Automating this process has given us a considerable advantage against the competition, and we learned a ton in the process! We found that the way we labelled data, and differentiating between red & blue coloured plates had a considerable effect on how accurate our model was.
  
  

  • Python
  • TensorFlow
  • OpenCV
  • Keras