Scin

Scin

Scin is an app that utilizes a deep feed forward convolutional neural network to detect and diagnose both skin and plant diseases.

Modern Code, Artificial Intelligence

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Description

One out of every twenty people does not have access to medical facilities. Skin diseases and afflictions affect more than 80% of the world’s population and are sometimes a sign of internal problems. Skin diseases are primarily diagnosed visually, and then by more invasive procedures (dermoscopic analysis, biopsy, and histopathological examination). A similar issue arises with plants, with more than 30% of crops in less affluent areas dying due to diseases. Due to this loss of crops, one in nine people are suffering from chronic undernourishment.

Automatically detecting and diagnosing these lesions has been challenging, owing to the variable properties of each disease image. Deep convolutional neural networks (CNNs) are a new method of machine learning, one that is showing to be extremely promising at detecting images with real world variables. (lighting, focus, etc.)

In this project, I classified skin and plant ailments/diseases using a specially developed CNN, trained using only images of the conditions with only pixels and disease labels as inputs. I trained the CNN on a dataset of 200,000 clinical and horticultural images, consisting of 13 human diseases and 17 plant diseases. Outfitted on an IOS device, my application is capable of classifying skin and plant diseases will a level of competence comparable to dermatologists and plant pathologists. All the user must do is aim the camera of the smartphone towards the diseased area, and my application will provide a real-time diagnosis to the user by classifying the image using the CNN. The CNN achieves performance far above any other tested system, and its efficiency and ease of use will prove it to be a helpful tool for people around the world. There are currently 6,000,000,000 mobile subscriptions in place, so, therefore, my application could potentially provide low-cost universal access to vital diagnostics.

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Yash A. created project Game development frameworks and Tensorflow

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Game development frameworks and Tensorflow

This project aims to create a way to enable communication between two frameworks. Such as allowing a simulation in say Unity, to continuously send packets of data, that can be used by another computer in the local network to learn, or make inferences and return a suitable response. This can be useful for computationally expensive tasks, where both the simulation and the neural network are typically huge. In the link, you will see a blog indicating a rudimentary implementation of a local server client connection which has a simple neural network.

Looking for collaboration to improve the speed, and alternate methods to do this in a local network or even over the internet.

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Google or Bing name to view associate networks fostering business development by maximizing any platform potential for growth utilizing AI

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Justin L. added photos to project SPIDER-MAN: HOMECOMING - Virtual Reality Experience

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SPIDER-MAN: HOMECOMING - Virtual Reality Experience

Sony Pictures Virtual Reality announced a new VR experience for Columbia Pictures’  upcoming “Spider-Man: Homecoming” flick Friday that will let players experience how it feels like to be Spidey.
They’ll be able to do some target practice with Spider-Man’s new web shooters, and sling themselves through the air to face off against Spider-Man’s arch-nemesis, The Vulture.
The experience will be available for free across all major VR platforms, including PlayStation VR, Oculus Rift and HTC Vive on June 30, a week before the movie is scheduled to hit theaters.

1291189s20u8tirt8

Justin L. added photos to project SPIDER-MAN: HOMECOMING - Virtual Reality Experience

Medium c6e51287 db43 4da3 aac3 b676d9e0662b

SPIDER-MAN: HOMECOMING - Virtual Reality Experience

Sony Pictures Virtual Reality announced a new VR experience for Columbia Pictures’  upcoming “Spider-Man: Homecoming” flick Friday that will let players experience how it feels like to be Spidey.
They’ll be able to do some target practice with Spider-Man’s new web shooters, and sling themselves through the air to face off against Spider-Man’s arch-nemesis, The Vulture.
The experience will be available for free across all major VR platforms, including PlayStation VR, Oculus Rift and HTC Vive on June 30, a week before the movie is scheduled to hit theaters.

1291189s20u8tirt8

Justin L. added photos to project SPIDER-MAN: HOMECOMING - Virtual Reality Experience

Medium 749b6425 612a 4f2b b34b a648d54a811a

SPIDER-MAN: HOMECOMING - Virtual Reality Experience

Sony Pictures Virtual Reality announced a new VR experience for Columbia Pictures’  upcoming “Spider-Man: Homecoming” flick Friday that will let players experience how it feels like to be Spidey.
They’ll be able to do some target practice with Spider-Man’s new web shooters, and sling themselves through the air to face off against Spider-Man’s arch-nemesis, The Vulture.
The experience will be available for free across all major VR platforms, including PlayStation VR, Oculus Rift and HTC Vive on June 30, a week before the movie is scheduled to hit theaters.

1291189s20u8tirt8

Justin L. added photos to project SPIDER-MAN: HOMECOMING - Virtual Reality Experience

Medium 1e1865e1 77e5 42b9 bb46 ae126e1eba58

SPIDER-MAN: HOMECOMING - Virtual Reality Experience

Sony Pictures Virtual Reality announced a new VR experience for Columbia Pictures’  upcoming “Spider-Man: Homecoming” flick Friday that will let players experience how it feels like to be Spidey.
They’ll be able to do some target practice with Spider-Man’s new web shooters, and sling themselves through the air to face off against Spider-Man’s arch-nemesis, The Vulture.
The experience will be available for free across all major VR platforms, including PlayStation VR, Oculus Rift and HTC Vive on June 30, a week before the movie is scheduled to hit theaters.

1291189s20u8tirt8

Justin L. added photos to project SPIDER-MAN: HOMECOMING - Virtual Reality Experience

Medium 2ec8e520 f801 4d6c a296 04ea39b682d7

SPIDER-MAN: HOMECOMING - Virtual Reality Experience

Sony Pictures Virtual Reality announced a new VR experience for Columbia Pictures’  upcoming “Spider-Man: Homecoming” flick Friday that will let players experience how it feels like to be Spidey.
They’ll be able to do some target practice with Spider-Man’s new web shooters, and sling themselves through the air to face off against Spider-Man’s arch-nemesis, The Vulture.
The experience will be available for free across all major VR platforms, including PlayStation VR, Oculus Rift and HTC Vive on June 30, a week before the movie is scheduled to hit theaters.

1291189s20u8tirt8

Justin L. added photos to project SPIDER-MAN: HOMECOMING - Virtual Reality Experience

Medium 1b4df9ed a258 417d b18a 3f85e8aa10d1

SPIDER-MAN: HOMECOMING - Virtual Reality Experience

Sony Pictures Virtual Reality announced a new VR experience for Columbia Pictures’  upcoming “Spider-Man: Homecoming” flick Friday that will let players experience how it feels like to be Spidey.
They’ll be able to do some target practice with Spider-Man’s new web shooters, and sling themselves through the air to face off against Spider-Man’s arch-nemesis, The Vulture.
The experience will be available for free across all major VR platforms, including PlayStation VR, Oculus Rift and HTC Vive on June 30, a week before the movie is scheduled to hit theaters.

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