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You will also get access to all the technical courses inside the program, also the ones I plan to make in the future! Check out the technical courses below 👇
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In this video 📝 we are going to cover how to export and optimize YOLO-NAS models to ONNX and TensorRT for real-time performance. We will cover the whole pipeline step by step so you can follow along. The speedups we can get from optimizing our models are crazy without really loosing accuracy. It’s a ton of information to ingest, but very important in the world of deep learning and computer vision. This is how good real-world applications and projects are made.

Code: https://github.com/niconielsen32/YOLO-nas-onnx-tensorrt
YOLO-NAS GitHub: https://github.com/Deci-AI/super-gradients/blob/master/YOLONAS.md
Supergradient documentation: https://docs.deci.ai/super-gradients/latest/documentation/source/models_export.html
Deci’s models: https://deci.ai/foundation-models/

If you enjoyed this video, be sure to press the 👍 button so that I know what content you guys like to see.

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🛠 Freelance Work: https://www.nicolai-nielsen.com/nncode

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💻💰🛠 High Earner AI Career Program: https://www.nicolai-nielsen.com/aicareer
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📈 Investment Course: https://www.nicos-school.com/p/investment-course
⚙ Real-world AI Technical Courses: (https://www.nicos-school.com)
📗 OpenCV GPU in Python: https://www.nicos-school.com/p/opencv-gpu-course
📕 YOLOv7 Object Detection: https://www.nicos-school.com/p/yolov7-custom-object-detection-with-deployment
📒 Transformer & Segmentation: https://www.nicos-school.com/p/transformer-and-segmentation-course
📙 YOLOv8 Object Tracking: https://www.nicos-school.com/p/yolov8-object-tracking-course
📘 Research Paper Implementation: https://www.nicos-school.com/p/research-paper-implementation
📔 CustomGPT: https://www.nicos-school.com/p/customgpt-course

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📞 Connect with Me:
🌳 https://linktr.ee/nicolainielsen
🌍 My Website: https://www.nicolai-nielsen.com/
🤖 GitHub: https://github.com/niconielsen32
👉 LinkedIn: https://www.linkedin.com/in/nicolaiai
🐦 X/Twitter: https://twitter.com/NielsenCV_AI
🌆 Instagram: https://www.instagram.com/nicolaicodes/

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🇦🇪 Want to move to Dubai and get visa? – Book a free consultation: https://www.genzoneconsulting.com/meetings/schedule-session/nny

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Link to webshop: https://camera-calibrator.com

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Timestamps:
0:00 Intro
0:44 YOLO-NAS Documentation
3:59 Install Cuda & TensortRT
4:55 Optimize to ONNX
11:36 Results ONNX
14:33 Convert to TensorRT
21:45 TensorRT Results
22:51 Outro

tags:
#YOLO-NAS #ONNX #TensorRT #supergradients

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