Edge Impulse

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• Published Subscription 5 Dec 2023

  Accurate & Efficient Plant Disease Detection using Transfer Learning with Edge Impulse

  By Jyoti Jain, Samarth Saxena, Pranjal Singh Dhakad, Trilochan Singh

  Abstract: Transfer learning is a powerful machine learning technique that allows optimization of pre-trained models for related tasks on small datasets. In this research paper, we explore the application of Edge Impulse & transfer learning for plant diseases and aim to detect on edge devices more effectively at low cost. We collected and preprocessed many plant images and used this data to fine-tune a neural network model pre-trained by Edge Impulse. …

  Published in Recent Trends in Sensor Research & Technology · Vol. 10, Issue 1, 2023 · pp. 30–41 Read article →