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 …
Fingerprint pattern classification using Deep Learning Read More »
Photo by Ahmed Maghrabi on Dribbble Classification is the categorization of the object based on defined classes.. Introduction Object Detection is one of the most famous and extensively researched topics in the field of Machine Vision. To understand Object Detection in simplistic terms, it deals with identifying and localizing some of the classes such as person, …
Object Classification(Electric Car and Electric Bus Classification) Read More »
Photo by Margarita Ivanchikova on Dribbble 100 triangles, 100 squares, and 100 circles in processing. each png image is 28×28 px, the images are in 3 folders labeled squares, circles, and triangles pretty straightforward We have to find the shape that falls in its category by training the model using Neural Networks. Importing Libraries Unzipping the data …
Photo by Jonas Mosesson on Dribbble Introduction Tomato Disease Detection with CNN Architecture – The aim of this project is to identify various diseases on tomatoes based on their leaves. It is very important in agriculture to identify diseases immediately. To detect the problem in real time, we develop Deep Learning model that can be installed …
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 …
Photo by Mat Voyce on Dribbble Are the most common cause of deaths globally, taking an estimated 17.9 million lives each year, which accounts for 31% of all deaths worldwide. Heart failure is a common event caused by Cardiovascular diseases. It is characterized by the heart’s inability to pump an adequate supply of blood to the …
Photo by Lacey on Dribbble This notebook’s aim is to create a model that can used by drones so that they can themselves detect and report whales when they surface. Whales are mammals, so they feed milk to their babies and breathe air. Since whales are not fish they do not have gills, so they cannot …
A scientific approach for determining red wine quality using Deep Learning! Photo by Xiedian on Dribbble Red wine’s been a part of our society since millenniums through social gatherings, religious events or even through cultural engagements. There is no denying that drinking red wine is beneficial for our health. It is highly beneficial in preventing or …