Exploratory Data Preparation and Model Training Process for Raspberry Pi-Based Object Detection Model Deployments

Exploratory Data Preparation and Model Training Process for Raspberry Pi-Based Object Detection Model Deployments

Most computer vision applications that use deep learning on constrained device come from the Internet of Things (IoT) or robotics fields, where low-quality cameras are used to capture input images in real time. Since most pretrained models typically undergo training on high-quality image datasets, t...

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Bibliographic Details
Main Authors: Vidya Kamath, Renuka A., Vishwas G. Kini, Shwetha Prabhu
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Dataset preparation
deep learning
model training
object detection
Raspberry Pi
resource-constrained
Online Access:https://ieeexplore.ieee.org/document/10478903/

Internet

https://ieeexplore.ieee.org/document/10478903/

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