Facebook wants you to build machines that can see like humans, gives away its AI

Facebook has open-sourced its computer vision tools for everybody.

Facebook announced on Thursday that it is going to give away its image processing Artificial Intelligence. A set of three software namely DeepMask, SharpMask, and MultiPathNet which were developed by the Artificial Intelligence Research of Facebook have been open-sourced on GitHub for the general public.

All of these software can be used by computers to contextualize what exactly is in a picture. The software will help Computers translate an image much likely as a human would do. Essentially, it is not possible for a computer to understand an image. For a computer, an image is merely a set of different colors and transitions. At most, it can categorize the colors of an image and can assign a number to each color. That is where Machine Learning comes in. Computer is being fed with large amounts of data (Neural Networks). The data contains numerous examples which teach the computer what it is in the picture.

DeepMask and SharpMask are used for segmentation of an image.

  • DeepMask can be used by a computer to ‘segment’ an image. Segmentation is the process which separates the contents of an image. It outlines the contents of an image.
  • When the contents of an image are being segmented, SharpMask is used to help computer refine its selection. The percentage of error is cut by a huge margin as SharpMask refines a segment.
  • MultiPathNet is actually the software which categorizes different segments of an image. A series of tests are performed which help a computer to classify the segments of an image with the help of available neural networks.

The AI will help researchers to build smarter machines and accelerate the research process.

Code on GitHub SharpMask & DeepMask | MultiPathNet

Image —Fortune

Sponsored
Muneeb Ahmad

I love to talk about global tech-happenings, startups, industry, education and economy. Get in touch: muneeb@techjuice.pk.

Share
Published by
Muneeb Ahmad

Recent Posts

Revoking LDI Licenses Could Impact ATM and Internet Access

The Chairman of the Pakistan Telecommunication Authority (PTA) informed the Senate Standing Committee on IT…

15 hours ago

Death Stranding Makes a Surprise Debut on Xbox from Kojima Productions

In a surprising twist for Xbox fans, Kojima Productions has released Death Stranding: Director’s Cut…

15 hours ago

An Ultimate Guide to Identifying Battery-Draining Apps on Your Smartphone

In today’s digital age, smartphone battery life is a major concern for users. Despite having…

15 hours ago

Govt Aims for $25 Billion IT Export Target in Next Three Years

ISLAMABAD: Prime Minister Shehbaz Sharif reiterated his commitment to meeting the $25 billion target for…

15 hours ago

70 Pakistani Universities Listed in QS Asia Rankings 2025

The official website of Quacquarelli Symonds (QS) now features the World University Ranking: Asia 2025.…

16 hours ago

TikTok Responds to the Canadian Government’s Order to Shut Down TikTok Operations

TikTok has strongly opposed the Canadian government's recent order to shut down its operations in…

17 hours ago