You can master Computer Vision, Deep Learning, and OpenCV - PyImageSearch
Table of Contents Getting Started with Docker for Machine Learning Overview: Why the Need? What Are Containers? How Do Containers Differ from Virtual Machines? Most Popular Container Images TensorFlow PyTorch Python NGINX Install Docker Install Docker Manually Install Docker Desktop…
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Table of Contents Computer Vision and Deep Learning for Education Benefits Smart Content Task Automation Closing Skill Gap Applications Student Learning and Welfare Personalized Learning Social, Emotional Growth, and Well-Being Acquiring 21st-Century Skills Educators Parent Engagement School and Institution Management…
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Table of Contents Computer Vision and Deep Learning for Oil and Gas Benefits Security Production Optimization and Estimation Reduce Production and Maintenance Costs Applications Maintenance Predictive Maintenance Maintenance Using Digital Twins Maintaining Blowout Preventers Optimization Optimized Reservoir Management Optimized Procurement…
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Table of Contents Computer Vision and Deep Learning for Electricity Benefits Efficiency Reliability Security Applications Fault Prediction and Maintenance Efficient Decision-Making Energy Trading Losses Due to Informal Connections Challenges Data Protection and Security Power Consumption Lack of Knowledge, Data, and…
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Table of Contents Computer Vision and Deep Learning for Customer Service Benefits Offer Superior Personalization Faster and Cost-Effective Improve Customer Analytics Applications Email Support Chatbots and Assistants Speech Recognition Personalization Analytics Challenges and Tradeoffs Integration Issues and Maintenance Unemployment and…
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Table of Contents Text Detection and OCR with Google Cloud Vision API Google Cloud Vision API for OCR Obtaining Your Google Cloud Vision API Keys Prerequisite Steps to Enable Google Cloud Vision API and Download Credentials Configuring Your Development Environment…
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My day-to-day life includes training many deep learning models. Sometimes I am blessed with an architecture that is small yet capable of providing extraordinary results. Other times, I have to tread the difficult path of training huge architectures to fetch…
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Over the past few months, I’ve been using Microsoft’s Ubuntu deep learning and data science virtual machine (DSVM) for a few projects I’m working on here at PyImageSearch. At first, I was a bit hesitant (and perhaps even a bit…
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Shipping deep learning models to production is a non-trivial task. If you don’t believe me, take a second and look at the “tech giants” such as Amazon, Google, Microsoft, etc. — nearly all of them provide some method to ship…
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