CS 1.6 Aimbot using Yolo11n object detection model

Summary

• Project created as part of KAU Computer Vision Course by @msamrai
• 🦾We trained Yolo11n in Googgle Colab with A100 GPU in 100 epochs
• 🎯Inference with NVIDIA MX110 (🥲) got approximately 2 FPS
• 🗃️We trained on 2134 images, check out [more](## Dataset)
• 💻Realtime overlay with tkinter

Caution

Project created in educational purposes, all inference was performed in singleplayer mode.

DO NOT USE IT IN MULTIPLAYER

Dataset

• We created our dataset using Roboflow
• We forked this dataset with 1881 image
• And added 253 images, from self-produced gameplay, and Youtube videos

Training

Check out training notebook

Reference and inspiration

Check out this amazing CS:GO aimbot by @daniabib , which we inspired, and based our code of aimbot