Category:AI
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YOLOv5 source code line by line super-detailed comments and interpretation – project directory structure analysis
catalogs preamble I. Project catalog structure 1.1 .github folder 1.2 datasets 1.3 data folder 1.4 models folder 1.5 runs folder 1.6 utils folder 1.7 Other first-level catalog documents I. Project catalog structure After downloading the source code and configuring the environment, you can see the overall directory of YOLOv5 as shown above. Let’s analyze them […]
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Social Network Analysis 3: Basic Concepts and Methods of Privacy Attacks, Protection in Social Networks + De-Anonymization Techniques + Inferential Attack Techniques + k-Anonymity + Clustering-Based Privacy Protection Algorithms
Social Network Analysis 3: Basic Concepts and Methods of Privacy Attacks, Protection in Social Networks + De-Anonymization Techniques + Inferential Attack Techniques + k-Anonymity + Clustering-Based Privacy Protection Algorithms put at the forefront Social Networking Privacy Breach Pathways to User Data Exposure Privacy Risks of Complex Behavior Privacy challenges posed by technological developments Financial interests […]
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ffmpeg installation
ffmpeg installation FFmpeg is a set of open source computer programs that can be used to record, convert digital audio and video to streams. Under the LGPL or GPL license. It provides a complete solution for recording, converting, and streaming audio and video. There are four ways to install ffmpeg, namely apt installation, precompiled version […]
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Simple use of Segment Anything (SAM) demos
If you think the article is okay, can you give it a like? Your likes are what keep me updated! catalogs SAM demo source code usage A case study of HCI ui usage in conjunction with SAM: Recently newly discovered, you can use this model, a simple UI use, the effect is as follows: Labelimg […]
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Raspberry Pi + ROS + Arduino build a navigation cart (complete code + hardware debugging)
catalogs 1. Trolley platform architecture 1.1 Overview of the experiment 1.2 Expected objectives 2、Hardware platform introduction 2.1 Implementing agencies 2.1.1 Chassis structure 2.1.2 Geared motors 2.2 Introduction to the lower drive system 2.2.1 Driver Control Unit Arduino 2.2.2 Motor Driver Unit L298P 2.3 Introduction to the upper control system 2.3.1 Raspberry Pi 2.3.2 Camera model […]
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Image Recognition and Classification: A Practical Guide
Image recognition and classification is one of the core tasks in the field of computer vision. It involves recognizing objects, scenes, or concepts in an image and assigning them to predefined categories. In this article, we will introduce you to the basic concepts of image recognition and classification, and demonstrate how to implement image recognition […]
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ImportError: cannot import name ‘Literal‘ from ‘typing‘ (D:\Anaconda\envs\tensorflow\lib\typing.py)
Reporting Errors Background: I downgraded python 3.8 to 3.7 in my original newly created anaconda environment (mine is named tensorflow) because the tensorflow-gpu version needs to be installed. The following error occurs when importing the seaborn package: ImportError: cannot import name ‘Literal’ from ‘typing’ (D:\Anaconda\envs\tensorflow\lib\typing.py) Cause analysis: This is due to the fact that ‘Literal’ […]
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Building Neural Networks with PyTorch
PyTorch Deep Learning in Action (3) – Building Neural Networks with PyTorch 0. Preface1. PyTorch building neural network first experience1.1 Building Neural Networks with PyTorch1.2 Neural network data loading1.3 Model testing1.4 Getting the value of the middle layer 2. Using Sequential Classes to Build Neural Networks3. Saving and loading PyTorch models3.1 Components required for model […]
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Based on the Tianwen block compilation environment ASRPRO voice chip program writing tutorial (I) software download and basic program statement chapter
ASRPRO chip is a general-purpose, portable, low-power, high-performance speech recognition chip developed for low-cost offline speech applications. It adopts the third-generation BNPU technology, supports neural networks such as DNN\TDNN\RNN and convolutional operations, and supports speech recognition, voiceprint recognition, speech enhancement, speech detection, etc. It also possesses strong echo cancellation and ambient noise suppression capabilities. This […]
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springboot integration vosk to achieve simple voice recognition function
vosk open source speech recognition Vosk is the open source speech recognition toolkit.Things that Vosk supports include: Nineteen languages are supported – Chinese, English, Indian English, German, French, Spanish, Portuguese, Russian, Turkish, Vietnamese, Italian, Dutch, Catalan, Arabic, Greek, Persian, Filipino, Ukrainian, Kazakh. Work offline on mobile devices – Raspberry Pi, Android, iOS. Install it with […]