Is Your Wine Good Enough?

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 …

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Cardiovascular diseases

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 …

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Object Classification(Electric Car and Electric Bus Classification)

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, …

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Hand Sign Recognition with CNNs

Photo by Kristen Brittain on Dribbble Using a CNN to recognize hand digits can come in handy for many use cases. One of them being smartwatches. If a smartwatch can recognise hand digits, using them to control media in mobile or the watch is no big deal. This can also be used in TV remotes too. …

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Shape Images Classification Using NN

Photo by Margarita Ivanchikova on Dribbble 100 triangles, 100 squares, and 100 circles in processing. each png image is 28×28 pxthe images are in 3 folders labeled squares, circles, and trianglespretty straightforward We have to find the shape that falls in its category by training the model using Neural Networks. Importing Libraries https://gist.github.com/siddharthganjoo/0b9cf97c20d0e1b2819ee53bf3f74915 Unzipping the data https://gist.github.com/siddharthganjoo/b4c3b7bd2e5a360f429a250f94ae0e45 …

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