embeddedML

Detect the weather in images — Image tagging on cAInvas

AITS Admin — Mon, 12 Dec 2022 08:00:59 +0000

Tag images with weather-related data using deep learning models. Photo by Sergey Galtsev on Dribbble Image tagging refers to labeling the different parts, components, and expressions in the image. This helps in selecting images based on content and is very useful in search engines and other similar applications. As a manual process, image tagging is tedious. It […]

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Checking the quality of manufactured goods — on cAInvas

AITS Admin — Mon, 12 Dec 2022 01:50:11 +0000

Use deep learning to identify the defective goods in the manufacturing line. Photo by Yulia Yu on Dribbble Production of goods is a highly automated process. The goods produced in bulk are not immune to defects and identifying defective products is a crucial part of the manufacturing process to maintain the reputation of the product in […]

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Predictive Maintainance using LSTM -Application based on IIoT

AITS Admin — Sun, 11 Dec 2022 21:00:55 +0000

Photo by Al Boardman Agenda! Among the deep learning methods, Long Short Term Memory (LSTM) networks are especially appealing to the predictive maintenance domain due to the fact that they are very good at learning from sequences. In this article, we try to build an LSTM network in order to predict the remaining useful life of […]

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Pytorch Mnist Vision App for TinyML devices using cAInvas

AITS Admin — Sun, 11 Dec 2022 17:29:46 +0000

Photo by Denis Dmitriev on YouTube Digit recognition is a procedure adopted by machines to recognize handwritten digits. In the real-world online recognition of digits is done by machine to recognize bank cheque amounts, evaluating numbers filled up hands-on various documents like tax forms, and so on. A difficulty in the case of handwriting digits is […]

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Keras CIFAR-10 Vision App for Image Classification using Tensorflow

AITS Admin — Sun, 11 Dec 2022 14:57:03 +0000

Photo by Science Magazine on Fiction to Fact In this article, we will focus on building a Convolutional Neural Network (CNN), to recognize and classify images from The CIFAR-10 dataset. The CIFAR-10 dataset is a standard dataset used in computer vision and deep learning community. It consists of 60000 32×32 color images in 10 classes, with […]

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Garbage classification — on cAInvas

AITS Admin — Sun, 11 Dec 2022 14:55:17 +0000

Classifying recyclable waste materials based on images. Photo by Armen Rushanyan on Dribbble Garbage disposal is a huge problem in today’s world. As the population grows, the waste generated increases and proper treatment and disposal of the generated waste is important to ensure negligible, if not no harm to the environment. The three Rs is a well-known […]

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Cotton Plant Disease Detection

AITS Admin — Sun, 11 Dec 2022 13:41:06 +0000

Photo by Pest Control Room Agriculture is an important backbone for any country and India is considered to be an agro-based country. It not only boosts various industries such as food industry and textile industry but when it comes to textile industry cotton producing crops hold a special position amongst all other textile crops. Though growing […]

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Heartbeat Anomaly Detection

AITS Admin — Sun, 11 Dec 2022 13:23:06 +0000

According to a report of WHO, around 17.9 million people die each year due to Cardiovascular Diseases. Over the years it has been found that these deaths can be prevented if the diseases are diagnosed at an early stage and even the disease can be cured. Photo on Gifer Table of Content AI Towards Healthcare Introduction to […]

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