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Quanty: Open-Source Model Optimization for AI-Driven Autonomy

Author: ADMIN
Quanty: Open-Source Model Optimization for AI-Driven Autonomy

🚀 Autoware Foundation’s open-source Foundation Model work is moving full speed ahead!

This time, we’re adding powerful tooling to democratize AI model development for autonomous driving.

We’re excited to open-source Quanty — a comprehensive toolkit for ONNX model optimization & performance analysis using Quantization-Aware Training (QAT).

⚡ Up to 300% model compression while maintaining top-tier accuracy & performance!

Key Features:

  • Works across different model types
  • Preserves high accuracy while reducing memory usage
  • Deployable on edge devices
  • Apache 2.0 open-source license (with code & examples)
  • Maintains generalizability (high precision ✅ & high recall 📊)

🔗 Explore Quanty here: https://bit.ly/quantytools

💡 Join the Autoware community and sharpen your AI & autonomous driving skills for free in our open work groups. Connect with experts, learn new tech, and showcase your work.