Yearly at Supercon there’s a essential mass of superior folks, and final yr Sophi Kravitz was in a position to sneak away from the festivities for this interview with Katherine Scott. Kat was a choose for the 2017 Hackaday Prize. She makes a speciality of pc imaginative and prescient, robotics, and manufacturing and was the picture analytics group lead at Planet Labs when this interview was filmed.
You’re going to chuckle in the beginning of the video as Kat and Sophi recount the sort of highjinks occurring on the con. Within the hacking space there have been impromptu experiments in melting aluminum with gallium, and one of many afternoon’s organized workshop mixed wooden and excessive voltage to create lichtenberg figures. Does anybody else scent burning? Don’t neglect to grab your 2018 Hackaday Superconference tickets and be part of within the enjoyable this yr!
Under you’ll discover the interview which dives into Kat’s work with satellite tv for pc imaging.
Planet Labs has a pair hundred dice satellites in orbit which are imaging all the earth each day at about three meter decision. The scope of that’s troublesome to understand, even after listening to that this day by day snapshot contains round 1.2 million photographs. The trick to placing all of it collectively into one thing helpful is after all making use of deep studying, machine studying, pc imaginative and prescient, and different AI instruments to the issue.
As Kat discusses, the makes use of for this are broad ranging. The information set will be dropped at bear within the enterprise realm, like watching oil fields to see what number of wells are lively after which utilizing this information to make selections on manufacturing and investing. However there’s additionally numerous energy in having the ability to monitor agricultural land on a big scale. The appropriate observations can assist enhance crop yields in climates which are troublesome to farm.
Satellite tv for pc imagery is essential in catastrophe administration and likewise conservation. Preventing wildfires occurs throughout geographically giant areas and Planet Labs is a supply of data beneficial to the organizations bringing these fires below management. The conservation purposes can vary from recognizing unlawful logging that’s exhausting to identify from the bottom, to monitoring fishing fleets to stop over fishing and detect unlawful fishing.
Katherine Scott is now the picture analytics lead at 3Scan. This firm is working with microscopy and we are able to’t wait to debate her transfer from photos of big swaths of land to ones of tiny organic samples once we see Kat once more at this yr’s con!
Need to watch extra interviews from Supercon? Try Scotty Allen speaking concerning the markets in Shenzhen and Kristen Paget who has been hacking on service grade LTE . Supercon is filled with fascinating folks, make sure you’re one of them this November 2-Four in Pasadena!