Nota Newsletter - 2022 Year-end Wrap-up💫

Hi there!👋🏻

In 2022, Nota AI has had a particularly successful run based on the virtuous cycle between NetsPresso, our hardware-aware AI model optimization platform, and our two edge AI solutions Driver Monitoring System (DMS) and Intelligent Transportation System (ITS).

Here's a summary of the major news that Nota AI has presented in 2022!

Nota AI’s accomplishments in 2022 💯

• New supported device:
  • Arm® AVH Corstone-300 Ethos-U65 (first in the world for deep learning software tool)
  • NVIDIA Jetson AGX Orin
• New tasks:
  • Image classification
  • Semantic segmentation

• Toward Compact Deep Neural Networks via Energy-Aware Pruning (TinyML Research Symposium 2022)
• Cut Inner Layers: A Structured Pruning Strategy for Efficient U-Net GANs (ICML 2022 Workshop)
• Understanding and Optimizing INT4 Convolution for Accelerated DNN Inference on Tensor Cores (SiPS 2022)
• Automatic Neural Network Pruning that Efficiently Preserves the Model Accuracy (AAAI 2023 Workshop on Practical Deep Learning in the Wild)

🏆 Highlights from 2022 🏆