Using convolutional neural networks to classify heartbeat sounds into five categories. Photo by Chan Luu on Behance, Adobe Arrhythmia refers to an irregularity in the rate or rhythm of the heartbeat. This includes beating too fast or too slow or with an irregular rhythm. Deep learning models have proven useful and very efficient in the medical […]
Arrhythmia prediction on ECG data using CNN Read More »
Photo by Sophia Mii L, ILLO and Animagic Studios on Dribbble This data set consists of 10 food categories, with 5,000 images. For each class, 125 manually reviewed test images are provided as well as 375 training images. On purpose, the training images were not cleaned, and thus still contain some amount of noise. This comes
Food Mnist Classification Read More »
Transcribe captcha images to text using convolutional neural networks. Photo by Alex Castro CAPTCHA stands for Completely Automated Public Turing Test. It is a type of challenge-response test to determine whether the user is a human or an automated system in the computing world. The earliest form of CAPTCHA involved recognizing a sequence of letters or
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A malicious website is a site that attempts to install malware (a general term for anything that will disrupt computer operation, gather your personal information, or, in a worst-case scenario, gain total access to your machine) onto your device. So it is necessary to detect malicious websites or URLs and it can be achieved by
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Finding the category of the question asked, i.e., the type of answer to be given. Photo by Mike Mirandi on Dribbble To answer a question, we need to understand the question and also the type of answer required. Different questions require different formats of answers. Categorizing questions based on answer formats helps in addressing the questions better.
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Classify frames into two categories — fire and not-fire using transfer learning. Photo by Aslan Almukhambetov on Dribbble Accidents on the road can sometimes lead to a fire that can get worse over time. Fires along the road due to other reasons are also be hazardous to the traffic on the road and nearby places. These fires need
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Training a deep learning model to prescribe a drug based on the patient’s data. Photo by Vadim Gromov on Dribbble A prescription drug is one that requires a medical prescription to be dispensed by law. On the other hand, an over-the-counter drug is one that can be dispensed without a prescription. When it comes to the
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Identify the breed of the sheep in the image using neural networks. Photo by Petter Pentilä on Dribbble Do you know how many breeds of sheep are out there? Many of us do not know their names, let alone recognizing them. This task requires expertise and becomes easier with experience. For curious minds, a model that
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