Image Classification

Efficient Neural Network Architecture for Mobile Applications

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Efficient Neural Network Architecture for Mobile Applications

↑ ClickBlue TextFollow the Jishi platformAuthor丨Pai Pai XingSource丨CVHub Jishi Introduction This article presents a simple yet efficient modern inverted residual mobile module designed for mobile applications. The proposed efficient model (Efficient MOdel, EMO) achieves excellent overall performance on the ImageNet-1K, COCO2017, and ADE20K benchmarks, surpassing the SOTA models based on CNN/Transformer at the same computational … Read more

Hands-On Experience with Embedded AI Systems

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Hands-On Experience with Embedded AI Systems

During the development of security systems, the process of embedded software development is well-known. The output of software development is source code, which must be compiled using a compiler to obtain an executable target file, which is then flashed onto the target board for execution. With the use of Artificial Intelligence (AI) technology, how does … Read more

Building a Simple Cat-Dog Classifier with NVIDIA Jetson Nano

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Building a Simple Cat-Dog Classifier with NVIDIA Jetson Nano

This article will use the Jetson Nano to create a very simple cat-dog classifier, utilizing PyTorch’s ImageFolder to create the dataset and DataLoader to load the dataset, and learning to train with a self-built CNN. Finally, we will extract test images for prediction. Jetson Nano Remote Setup Today we will operate on the Jetson Nano … Read more

Beginner’s Guide: Quickly Getting Started with the Orange Pi AIpro Development Board

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Beginner's Guide: Quickly Getting Started with the Orange Pi AIpro Development Board

Orange Pi AIpro development board adopts Ascend AI technology route, whether in appearance, performance, or technical service support, it is very excellent, providing 8/20TOPS powerful computing power, covering the mainstream application scenarios of ecological developers, allowing users to practice various innovative scenarios and providing supporting software and hardware. I believe many friends’ development boards have … Read more