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Atlanta, GA — For best students, summer vacation is a abatement from the circadian academy grind, a time to bolt up on sleep, booty ancestors vacations or maybe alike assignment a part-time job. But for Peachtree Ridge High Academy seniors Nile Ravenell and Shaza Mehdi, it was the adored time they bare to actualize the activity they plan to abide into the accessible Gwinnett Regional Science, Engineering and Innovation Fair.
Putting in a focused 40 hours per anniversary all summer won the two 17-year-olds the absorption of businesses abreast and far, continued afore the science fair, set for Feb. 23 at the Infinite Energy Center in Duluth, is alike appointed to booty place.
Their project, an app they alleged PlantMD, helps analyze diseases in accustomed garden bake-apple and vegetable plants.
According to Ravenell, it all started as a adventure to advice her mother who was disturbing to analyze diseases in her home garden.
“My mom had the problem, and Shaza had the app background,” she said.
Before demography on the project, they searched the app food to see if an app existed that would analyze bulb diseases with aloof the camera on the phone, such as the one they were envisioning.
“There are apps breadth you can go in and bang on the bulb you accept and again analyze your bulb to pictures that they accept included, but none that diagnoses from your absolute app,” Mehdi said.
The friends, who had become actual abutting anon afterwards Ravenell confused to the breadth during her inferior year, formed all summer to get the app to its accustomed state.
They took pictures at a bounded agriculture lab and the area at both their homes.
To advance the database, they acclimated a convolutional neural network, which converts alleged pictures into a accent that the computer can understand.
“We added pictures in a abstracts set,” Mehdi said, allowance to explain the action in simple terms. “We said this is what this blazon of blade looks like, this is what this blazon of blade looks like, and we labeled it. So the computer now has a cord of numbers and adapted the pictures into streams of numbers. It now has a cipher for this label.”
Using the camera in the app helps to analyze the disease.
“When you put your camera in advanced of the blade that has a disease, it will catechumen that account into a cord of numbers as able-bodied and analyze it to all the others and acquaint you which one it is best agnate to,” Mehdi said.
They additionally acclimated an open-source software library for dataflow programming alleged TensorFlow, which was developed by Google, to add to their database with the abutment of their own pictures.
“They’ve able an algorithm on millions and millions of pictures on actual able computers,” Mehdi said. “Since they accept done all the balance work, we are able to booty our abate computers and our abate abstracts sets and accept that be accurate by it so we don’t accept to do millions of pictures ourselves.”
While alive through the project, the SPIRE (STEM Affairs for Innovation, Rigor and Excellence) acceptance acclaim their physics and engineering abecedary Hyunjin Son for blame them to do added assay and testing afore appointment their app as completed.
Son, who calls the acceptance “extremely assured adolescent ladies,” gives them all the acclaim for their adamantine work.
“These ladies accept able and will abide to achieve added than aloof the PlantMD app,” Son said. “They accept the drive and the knowledge/skills to accomplish their eyes a reality.”
That drive and ability has additionally been acceptable for business. The two assignment seven hours a anniversary interning on an all-male aggregation at NCR in Duluth breadth they convenance apparatus acquirements and abstracts assay of advice from ATMs and added banking transaction points.
Better yet, they accept been contacted by a Silicon Valley aggregation that has asked them to accomplice their app with one the aggregation is currently selling.
“They accept their own app, and they appetite to accommodate our technology to become a affection of their app,” Mehdi said. “They accept addition absolute agronomical app, and they appetite to add the account diagnosis, which they don’t accept yet.”
With at atomic 400 users already, the app is still a assignment in progress.
“We are planning on abacus added appearance into it afore we abide it for the science fair,” Mehdi said.
PlantMD is currently chargeless and accessible for Android users in the Google Play Store. There are affairs to after aggrandize to iOS for Apple devices. The plants accurate by the app are listed on their website, plant-md.org.
The adolescent business ally both plan to accompany computer science degrees in college. Mehdi is acquisitive to appear Georgia Tech while Ravenell would like to adventure out of state.
In the meantime, the duo will abide to advance the app and intern at NCR while additionally arch a advance afterschool affairs at Northbrook Middle School, alleged Girls that Code, to advise sixth- through eighth-grade girls how to break problems by creating computer programs.
Adding yet addition ability to their resumes, the girls proposed and were accustomed to host the aboriginal Gwinnett County Hackathon at their academy on Nov. 11. The daylong accident brought acceptance calm to anatomy teams about an abstraction and collaboratively cipher a band-aid to a presented botheration – generally demography the anatomy of adaptable apps, websites and robots.
Although Mehdi and Ravenell are hopeful they will win at the bounded science fair and go on to the accompaniment antagonism in Athens, they are still blessed with their successes appropriately far.
Son additionally acknowledges that they accept able a abundant accord in the Peachtree Ridge array and, behindhand of the aftereffect at the science fair, Mehdi and Ravenell accept ablaze futures advanced of them.
“(The students’ success) cannot be abstinent by this one antagonism but should be abstinent by the appulse they accept fabricated already and will abide to accomplish aural our cluster.”
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