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Seeing The World

AI For Mankind’s Seeing the World Project wants to make the physical world more accessible and navigable to people who are blind or have low vision.

If an autonomous vehicle can drive itself, we strongly believe we can enable people who are blind or have low vision to navigate the world with ease.

Imagine a world where people who are blind or have low vision do not need a white cane to walk around. They go around doing chores like grocery shopping just like everyone else. Isn’t it wonderful ? Is it possible ? We believe so. It will not be easy for sure, but it is totally possible.

Seeing the World project is proud to be selected as one of the Microsoft AI for Accessibility’s grantees.

Datasets

https://www.dropbox.com/s/jhcs9xmxex9wtxk/fruit-veggie.tar.gz

https://www.dropbox.com/s/z75jobx3dzxxrj4/fruit-veggie-train.tar.gz

https://www.dropbox.com/s/rjvtfwxf6vz5s4j/fruit-veggie-validate.tar.gz

We collected 64 different fruit/veggie categories. Total number of collected fruit/veggie images are 1956.

Share Fruit/Veggie Images with Us

https://seeingtheworld.live/

Test out Fruit/Veggie Classifier

https://fruit-veggie-classifier.azurewebsites.net/

Fruit Veggie ClassifierEggplant

Human in the Loop Incremental Learning

Annotate cherry tomatoAnnotate carrot

Quick Start Notebook

Quickstart Notebook to build fruit/veggie classifier

Volunteer Your Expertise

Come join our efforts and volunteer your expertise. Here are the upcoming capabilities we are researching and implementing.

  1. Incremental learning
  2. Active learning
  3. Few shot learning

Join Our Slack Channel

Project Blog

https://medium.com/@ai.for.mankind/seeing-the-world-project-ef3cc5fd692a

Resources

Donate

Your tax-deductible donation today will help support our mission.

AI For Mankind is a 501(c)(3) nonprofit organization. EIN 84-1750651

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Making the physical world more accessible and navigable to people who are blind or have low vision.

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