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📣 Object detection enthusiasts, I have some exciting news for you! 📣
🏎️ @deci_ai brings you YOLO-based architecture, YOLO-NAS for object detection which has just been open-sourced!
A Game-Changer for Enthusiasts!
A thread🧵👇
🏎️ @deci_ai brings you YOLO-based architecture, YOLO-NAS for object detection which has just been open-sourced!
A Game-Changer for Enthusiasts!
A thread🧵👇
1. What's the NAS all about?
Researchers at Deci used Neural Architecture Search (NAS) to automate the discovery of an optimal object detection architecture.
🤯 They used deep learning to find a new deep learning architecture!
Researchers at Deci used Neural Architecture Search (NAS) to automate the discovery of an optimal object detection architecture.
🤯 They used deep learning to find a new deep learning architecture!
2. Key points about YOLO-NAS:
🛩️ Enhanced detection of small objects, improved localization accuracy, and performance-per-compute ratio.
📱 Ideal for real-time edge-device applications.
🧱 Incorporates quantization-aware RepVGG blocks and applies them for optimal performance.
🛩️ Enhanced detection of small objects, improved localization accuracy, and performance-per-compute ratio.
📱 Ideal for real-time edge-device applications.
🧱 Incorporates quantization-aware RepVGG blocks and applies them for optimal performance.
