Tech Blog

Deep Insights from Nota's Experts on AI Model Optimization with Real-World Applications

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SplitQuant: Layer Splitting for Low-Bit Neural Network Quantization for Edge AI Devices
May 8, 2025
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Efficient LLaMA-3.2-Vision by Trimming Cross-attended Visual Features
May 7, 2025
LLM Multilingual
UniForm: A Reuse Attention Mechanism for Efficient Transformers on Resource-Constrained Edge Devices
April 8, 2025, 2025
LLM Multilingual
A Study on Detecting LLM-Generated Multilingual Content
Febuary 10, 2025
LLM Multilingual
Where do LLMs Encode the Knowledge to Assess the Ambiguity?
October 2, 2024
Vision-Language
Deploying an Efficient Vision-Language Model on Mobile Devices
August 2, 2024
Multi-Camera
Cluster Self-Refinement for Enhanced Online Multi-Camera People Tracking
June 13, 2024
Edge Object
Road Object Detection Robust to Distorted Objects at the Edge Regions of images
June 10, 2024
EdgeFusion
EdgeFusion: On-device Text-to-Image Generation
May 17, 2024
EdgeFusion
LD-Pruner: Efficient Pruning of Latent Diffusion Models using Task-Agnostic Insights
April 17, 2024
EdgeFusion
Shortened LLM: A Simple Depth Pruning for Large Language Models
April 5, 2024
EdgeFusion
Integrating LaunchX with NVIDIA TAO Toolkit for Running on Various Edge Devices
November 14, 2023
EdgeFusion
Revolutionizing Mobile AI: How NetsPresso® Turbocharges Semantic Segmentation Models for Real-Time Performance
September 14, 2023
EdgeFusion
Empowering Pedestrian Safety: The Obstacle Detection App and AI Model Optimization
July 27, 2023
EdgeFusion
Revolutionizing Laundry Symbol Detection with AI Model Optimization: Streamlining the Process for Precise Results
July 12, 2023
EdgeFusion
Advancing Road Safety with AI-Powered Pothole Detection: Performance Enhancements for AI Vision Developers and Engineers
July 12, 2023
EdgeFusion
Enhancing Real-Time Processing of YOLOv5-L Using Pruning Techniques in PyNetsPresso
June 13, 2023