CNN

Nvidia Jetson Nano: Custom Object Detection from Scratch Using TensorFlow and OpenCV

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Nvidia Jetson Nano: Custom Object Detection from Scratch Using TensorFlow and OpenCV

Author of this article: Reprinted from: https://medium.com/swlh/nvidia-jetson-nano-custom-object-detection-from-scratch-using-tensorflow-and-opencv-113fe4dba134 The purpose of this blog is to guide users in creating a custom object detection model optimized for performance to be used on the NVidia Jetson Nano. Table of Contents: Required Materials Creating a Custom Dataset Preprocessing Labeling Creating TFRecords CNN Training Model Installing Raspberry Pi Camera on … Read more

Implementing MTF-CNN-Multihead-Attention Markov Transition Field Convolutional Network for Multi-Feature Classification Prediction in Matlab

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Implementing MTF-CNN-Multihead-Attention Markov Transition Field Convolutional Network for Multi-Feature Classification Prediction in Matlab

✅ Author Bio: A Matlab simulation developer passionate about research, skilled in data processing, modeling simulation, program design, complete code acquisition, paper reproduction, and scientific simulation. 🍎 Previous reviews, follow the personal homepage:Matlab Research Studio 🍊 Personal motto: Investigate things to gain knowledge, complete Matlab code and simulation consultation available via private message. 🔥 Content … Read more

License Plate Recognition Based on MATLAB GUI Convolutional Neural Network (CNN) with Source Code

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License Plate Recognition Based on MATLAB GUI Convolutional Neural Network (CNN) with Source Code

✅ Author Introduction: A MATLAB simulation developer passionate about research, improving both mindset and technology. For MATLAB project collaboration, feel free to contact me. 🏆 How to Obtain Code: QQ:912100926 ⛳️ Motto: A journey of a hundred miles begins with a single step. ## ⛄ 1. Introduction to CNN License Plate Recognition 1 License Plate … Read more

Efficient Pose Estimation Inference with LitePose

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Efficient Pose Estimation Inference with LitePose

Click the card below to follow the “LiteAI” official account Hi, everyone, I am Lite. Recently, I shared the Efficient Large Model Full-Stack Technology from Part 1 to Part 19, which includes content on large model quantization and fine-tuning, efficient inference for LLMs, quantum computing, generative AI acceleration, and more. The content links are as … 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

Dual-Camera Stereo Vision Obstacle Avoidance System SOC Design Based on ARM-M3

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Dual-Camera Stereo Vision Obstacle Avoidance System SOC Design Based on ARM-M3

The new year’s innovation competition is in full swing~ To help everyone better understand this event, the editor has organized excellent works from 2021 for learning and sharing. Every Monday, we will share award-winning works, so remember to check out the series! ~ Team Introduction Participating Unit: Shanghai University of Electric Power Team Name: Haixing … Read more

Optimizing CNN-BiGRU-Attention Wind Power Prediction Using ZOA

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Optimizing CNN-BiGRU-Attention Wind Power Prediction Using ZOA

Click the blue text above to follow us Author’s Note ✅ Author’s Introduction: A Matlab simulation developer passionate about research, improving both mindset and technology. For Matlab project collaboration, please DM or scan the QQ QR code in the article. ⛳️ Motto: A journey of a hundred miles begins with a single step. For more … Read more

Efficient CNN Algorithm & System Co-Design for TinyML

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Efficient CNN Algorithm & System Co-Design for TinyML

Click the card below to follow the “LiteAI” official account Hi, everyone, I am Lite. Recently, I shared the first to nineteenth articles on efficient large model full-stack technology, including large model quantization and fine-tuning, efficient inference of LLM, quantum computing, and generative AI acceleration. The content links are as follows: Efficient Large Model Full-Stack … Read more

Efficient CNN Algorithms and System Co-Design in TinyML

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Efficient CNN Algorithms and System Co-Design in TinyML

Click belowcard, follow the “LiteAI” public account Hi, everyone, I am Lite. Recently, I shared the Efficient Large Model Full-Stack Technology Articles 1 to 19, which includes content on large model quantization and fine-tuning, efficient inference of LLMs, quantum computing, generative AI acceleration, etc. The content link is as follows: Efficient Large Model Full-Stack Technology … Read more

Signal Modulation Recognition Based on Deep Learning CNN with MATLAB Code

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Signal Modulation Recognition Based on Deep Learning CNN with MATLAB Code

✅Author Introduction: A Matlab simulation developer passionate about research, improving both mindset and technology. For code acquisition, paper reproduction, and research simulation collaboration, feel free to contact. 🍎Personal Homepage: Matlab Research Studio 🍊Personal Motto: Seek knowledge through investigation. For more complete Matlab codes and simulation customization, click below 👇 Intelligent Optimization Algorithms Neural Network Prediction … Read more