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 …
Checking the quality of manufactured goods — on cAInvas Read More »
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 …
Predictive Maintainance using LSTM -Application based on IIoT Read More »
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 …
Pytorch Mnist Vision App for TinyML devices using cAInvas Read More »
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 …
Keras CIFAR-10 Vision App for Image Classification using Tensorflow Read More »
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 …
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 …
Detecting Parkinson’s disease in patients using speech signals. Photo by Traci C on Local Guides Connect, Google Parkinson’s disease is a long-term degenerative disorder of the central nervous system. It leads to shaking, stiffness, difficulty with walking, balance, and coordination. The symptoms arise slowly and worsen over time. IoT is an effective solution in cases where continuous …
A model that uses Mel spectrogram images of the audio samples to recognize the spoken digit, which can be easily extended to one-word commands. Photo by Yonatan Ziv on Dribbble Communication is an important aspect of a human’s life. As technology is now an integral part of our lives, we tend to focus on different ways …