Kaludi/csgo-weapon-classification

CSGO Weapon Classification

This is a CSGO Weapon Classifier Model that has been trained by Kaludi to recognize 11 different types of Counter-Strike: Global Offensive (CSGO) Weapons, which include AK-47,AWP,Famas,Galil-AR,Glock,M4A1,M4A4,P-90,SG-553,UMP,USP. The model is capable of accurately classifying the weapon name present in an image. With its deep understanding of the characteristics of each weapon in the game, the model is a valuable tool for players and fans of CSGO.

Gradio

Tis model supports a Gradio Web UI to run the csgo-weapon-classification model:

Validation Metrics

• Loss: 0.282
• Accuracy: 0.945
• Macro F1: 0.946
• Micro F1: 0.945
• Weighted F1: 0.946
• Macro Precision: 0.948
• Micro Precision: 0.945
• Weighted Precision: 0.948
• Macro Recall: 0.945
• Micro Recall: 0.945
• Weighted Recall: 0.945