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Building a Deep Learning-based Food Quality Detector

Analytics Vidhya

One solution […] The post Building a Deep Learning-based Food Quality Detector appeared first on Analytics Vidhya. Customers expect fresh food; if they receive spoiled items, they appreciate a refund or discount voucher. However, manually determining food freshness is cumbersome for customers and company staff.

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Amplifying Deep Learning: A Dive into Data Augmentation Strategies

Analytics Vidhya

Introduction In the world of deep learning, where data is often less, the role of data augmentation has become very important. We use methods like turning images or flipping them to make our model learn better. But our datasets are becoming more complicated. That’s where data augmentation steps in.

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Agriculture & Deep Learning: Improving Soil & Crop Yields

Analytics Vidhya

Determination of the type of soil that has the clay, sand, and silt particles in the respective proportions is important for suitable crop selection […] The post Agriculture & Deep Learning: Improving Soil & Crop Yields appeared first on Analytics Vidhya.

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Top 30 Deep Learning Interview Questions for Data Scientists

Analytics Vidhya

Introduction In the rapidly evolving field of data science, the demand for skilled professionals well-versed in deep learning is at an all-time high. Whether you are a seasoned data scientist […] The post Top 30 Deep Learning Interview Questions for Data Scientists appeared first on Analytics Vidhya.

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How to Evaluate ASR Solution Brief

There is a fundamental difference between 1st generation, 2nd generation, and modern-day Automatic Speech Recognition (ASR) solutions that use 100% deep learning technology. In this solution brief, you will learn: The differences between 1st generation, 2nd generation, and modern-day ASR solutions.

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Deep Learning for Image Segmentation with TensorFlow

Analytics Vidhya

TensorFlow is an open-source framework used for building and training machine […] The post Deep Learning for Image Segmentation with TensorFlow appeared first on Analytics Vidhya. This task is important for applications such as object detection, image recognition, and autonomous driving.

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How Can Deep Learning Be Applied to Predict Solar Flares?

Analytics Vidhya

These sudden ejections of energy from the sun’s surface can cause disturbances in our satellites, GPS communications, and […] The post How Can Deep Learning Be Applied to Predict Solar Flares? .” These solar flares have made our scientists and astronomers wonder for decades now. appeared first on Analytics Vidhya.

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Generic ASR Will Never Be Accurate Enough for Conversational AI

It is an End to End Deep Learning ASR. What type of ASR is able to be tailored to your Conversational AI? This type of ASR can be trained with your audio data to make sure the intent is captured and the transcription is accurate for your use case. It can also be continually trained and improved to gain more accuracy and focus.