CNN

Handwritten Optical Character Recognition Calculator using CNN and Deep Learning

Blog / December 15, 2022

Photo by Pavelas Laptevas for Cub Studio on Dribbble Handwritten Character Recognition is often considered as the “Hello World” of Modern Day Deep Learning. Handwritten Optical Character Recognition has been studied by researchers and Deep Learning practitioners for decades now. It is by far the most understood area in Deep Learning and pattern recognition. Anyone starting …

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Pedestrian Detection Using CNN

Use Cases / November 28, 2022

Photo by Antonius Setiadi K on Dribbble Pedestrian detection is a subfield of object detection and plays an important role in various applications such as intelligent surveillance systems, person tracking, abnormal-scene detection, and intelligent cars. The objective of this study is to design a convolutional neural network model which can classify images as persons or person-like …

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Flower Classification using CNN

Blog / April 16, 2024

Photo by dongkyu lim on Dribbble We all come across numerous flowers on a daily basis. But we don’t even know their names at times. We all wonder “I wish my computer/mobile could classify this” when we come across a beautiful looking flower. That is the motive behind this article, to classify flower images. The main …

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Fingerprint pattern classification using Deep Learning

Blog / April 7, 2024

Photo by Manu Designer on Dribbble Fingerprint, as a unique feature of each person, can be divided into different types. In this project, we identify real fingerprints pattern and classify them with convolutional neural networks(CNN). Dataset The dataset is the original NIST 8-Bit Gray Scale Images of Fingerprint Image Groups(FIGS). It comprises 4000 images that are …

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Hand Sign Recognition with CNNs

Use Cases / December 14, 2022

Photo by Kristen Brittain on Dribbble Hand Sign Recognition with CNNs – Using a CNN to recognize hand digits can come in handy for many use cases. One of them being smartwatches. If a smartwatch can recognize hand digits, using them to control media in mobile or the watch is no big deal. This can also …

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Tyre Pressure Detection using CNN

Blog / March 30, 2024

Photo by Nikolay Ivanov for Lobster on Dribbble This Model uses Images of car’s tyre to predict whether the tyre is Full or Flat or if no tyre is detected. The Dataset contains 3 classes — : 1. Full Tyre It contains Images of car Tyres who have proper air pressure and hence they are considered full. Here …

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Skin Cancer Detection Using CNN

Blog / December 13, 2022

Photo by SELECTO on Dribbble Cancer, which is a common disease nowadays is mainly caused due to rapid growth of cancer cells inside our body. There are various types of cancers which are present such as Breast Cancer, Lung Cancer, Pancreatic Cancer etc. Skin Cancer(Melanoma), which is mostly curable, can become deadly if not detected at …

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Heart Disease Prediction using Neural Networks

Blog / April 7, 2024

Photo by Diana Pasternak on Dribbble Heart disease refers to any condition affecting the heart. There are many types, some of which are preventable. Share on Pinterest mikroman6/Getty Images. Unlike a cardiovascular disease, which includes problems with the entire circulatory system, heart disease affects only the heart. This project will focus on predicting heart disease using …

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