🚀 Run a Bot in 60 Minutes!

Welcome to the ultimate guide on running a powerful AI-powered bot in just 60 minutes! This project integrates state-of-the-art vision and speech models on an NVIDIA Jetson Orin NX, mounted on ROSMARTER X3, ensuring optimized performance, speed, and accuracy.

🔥 Why This Project?

✅ Real-time AI Processing on NVIDIA Jetson Orin NX
✅ Optimized for Speed & Accuracy (Custom algorithms for best efficiency)
✅ Seamless Speech & Vision Integration using cutting-edge AI models
✅ ROS-Powered Robotics – Built on ROSMASTER X3 for intelligent bot control

🛠 Models Used

🎙️ Whisper (OpenAI) – Speech-to-Text

• 🔗 GitHub Repository
• Why Whisper?
• Best-in-class accuracy for real-time speech recognition
• Handles multiple languages and noisy environments

👁️ Moondream2 – Advanced Vision AI

• 🔗 GitHub Repository
• Why Moondream2?
• Real-time object detection, segmentation, and VQA (Visual Question Answering)
• Capable of understanding complex visual scenes, answering queries about them
• Highly optimized for embedded AI applications like Jetson Orin NX, ensuring superior speed and performance
• Uses transformer-based architecture to enhance contextual understanding in vision-based tasks

🚀 Setup & Installation

1️⃣ Install Dependencies

sudo apt update && sudo apt install -y python3-pip ffmpeg libsndfile1
pip install torch torchvision torchaudio
pip install openai-whisper opencv-python sounddevice numpy requests pydub

2️⃣ Clone the Project

git clone https://github.com/your-repo/ai-bot-on-jetson.git
cd ai-bot-on-jetson

3️⃣ Run the Bot!

python3 main.py

🤖 How It Works

• 🎙️ Speech Recognition – Listens and understands commands with OpenAI Whisper.
• 👁️ Vision Processing – Uses Moondream2 for advanced object detection, scene understanding, and VQA.
• 🦾 AI-Powered Movement – Commands a ROSMASTER X3 bot for navigation and interaction.
• ⚡ Optimized on Jetson Orin NX – Custom model optimizations ensure low latency and high efficiency.

🌟 Performance Optimization

Unique and optimal AI stack for Jetson Orin NX, ensuring: - Reduced memory footprint with lightweight model execution - Parallel processing to run vision + speech in real-time

🚀 The result? A seamless, high-speed AI bot that runs effortlessly on an embedded device!

💡 Future Improvements

• ✅ - TensorRT acceleration for Whisper and Moondream
• ✅ Custom fine-tuning for industry-specific tasks
• ✅ Enhanced multi-modal AI for better real-world interaction

🎯 Let's push the limits of AI-powered robotics!

🏆 This project is part of the #GTC25goldenticket contest. Stay tuned for more updates! 🚀