rocauc
Joined 9 years ago
Karma
1,027
Submissions
130
Member since
Jan 7
Recent submissions
Comment · 2 months ago
thank you for the model suggestions!
Comment · 11 months ago
As someone that works on a platform users have used for labeling 1B images, I'm bullish SAM 3 can automate at least 90% of the work. Data prep is flipped to models being human-assisted instead of humans being model-assisted (see "autolabel" https://blog.roboflow.com/sam3/). I'm optimistic majority of users can now start deploying a model to then curate data instead of the inverse.
Comment · 11 months ago
A brief history. SAM 1 - Visual prompt to create pixel-perfect masks in an image. No video. No class names. No open vocabulary. SAM 2 - Visual prompting for tracking on images and video. No open vocab. SAM 3 - Open vocab concept segmentation on images and video.
Roboflow has been long on zero / few shot concept segmentation. We've opened up a research preview exploring a SAM 3 native direction for creating your own model: https://rapid.roboflow.com/
Comment · 11 months ago
The model supports batch inference, so all prompts are sent to the model, and we parse the results.
Comment · 11 months ago
I tried it on transparent glass mugs, and it does pretty well. At least better than other available models: https://i.imgur.com/OBfx9JY.png
Curious if you find interesting results - https://playground.roboflow.com
Comment · 11 months ago
Yes. But also note that redistribution of SAM 3 requires using the same SAM 3 license downstream. So libraries that attempt to, e.g., relicense the model as AGPL are non-compliant.
Comment · 11 months ago
Yes. It's a custom license with an Acceptable Use Policy preventing military use and export restrictions. The custom license permits commercial use.
Comment · 11 months ago
yes, downdetectorsdowndetectorsdowndetectorsdowndetector is available.
Comment · 1 year ago
The bike lane compliant vehicle category is exciting. Infinite Machine (infinitemachine.com) made me aware of this category with their Olto model, which is at a (surprisingly) superior price point.
Comment · 1 year ago
Not nearly enough gradient for a vibe coded site :)
prev built NLP products, farms