Working on Robotics Annotations at @shotwellst Projects at https://teapawt.org/t.co/evSKiHoieG Prev: founded @Gradio, eng at @huggingface and google
San Francisco
Joined January 2025
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Just wrapped up my time at @huggingface building @Gradio a couple months ago. Still chasing the high of building ML tools - now in robotics! If you've got robotics data and need annotations, reach out and see how we can help!
Today, we're introducing @shotwellst.
We're solving the hardest problem in robotics: understanding your data
There’s no point collecting robotics data if you don't understand whats happening in it, but your options are limited. If you need dense, accurate labels with precise subtask boundaries, VLMs don't cut it, an in-house annotation army is a huge operational sink, and today's vendors charge an arm and a leg for low quality work
Shotwell combines the best of both worlds by training our own annotation models and letting humans deal with the ugly edge cases.
Its the ONLY way to consistently guarantee 100% quality in a scalable way. Humans are inconsistent, and models are inaccurate.
Ali Abid retweeted
A group of settlers just lynched Hamdan Ballal, co director of our film no other land. They beat him and he has injuries in his head and stomach, bleeding. Soldiers invaded the ambulance he called, and took him. No sign of him since.
