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Find Minecraft Trees with Computer Vision

Blog post from Roboflow

Post Details
Company
Date Published
Author
Nathan Y.
Word Count
1,364
Language
English
Hacker News Points
-
Summary

Minecraft, a highly popular game known for its creative possibilities, involves repetitive tasks such as gathering materials, which can be time-consuming. A novel approach to automate this task involves using computer vision to create a wood mining script. The tutorial outlines a step-by-step process for developing a computer vision model and implementing workflows using Roboflow, a no-code tool, to detect and mine wood blocks in the game. It covers training a model to identify wood blocks, setting up a Workflow to process the model's results, and writing a Python script to control in-game movements. The guide also details creating functions to display detected objects and automate mining actions using libraries like pyautogui and Supervision, ultimately enabling a more efficient gaming experience by leveraging technological advancements in computer vision.