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FastWords Computer Vision Bot
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FastWords Computer Vision Bot

A Python + OpenCV bot that plays the game FastWords by matching tiles using computer vision and simulating swipe gestures.

Role

Computer Vision Developer

Year

2023

Stack
Python
OpenCV
Computer Vision
Links
GitHub
FastWords gameplay preview

Real-Time Letter Detection

Using OpenCV, the bot watches the screen and detects falling letters in real time. I used template matching to recognise each character quickly enough to keep up with gameplay and dynamically update targets as new words appeared.

FastWords automation bot running

Mouse Automation + Game Loop

Once letters are identified, the bot uses mouse automation to click them in order. A tight feedback loop keeps the system running continuously, instantly reacting to each new word and adjusting for letter positions as they move.

"A fun way to combine real-time computer vision with automation — and make a simple game completely unfair."

— Arjun
AN

Computer Science & Mechatronic Engineering

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