Post
Sharing a super-fast segmentation model today 💨
SlimSAM is pruned-distilled version of SAM model, it's (up-to 8.6x) faster and smaller yet very powerful! ⚡️
It has the same architecture as SAM, meaning you can use the 🤗 transformers code for SAM on SlimSAM models ⬇️ (yes only 3 lines of code!)
Lastly, I have built an app for you to compare SlimSAM and SAM outputs
merve/slimsam
SlimSAM is pruned-distilled version of SAM model, it's (up-to 8.6x) faster and smaller yet very powerful! ⚡️
It has the same architecture as SAM, meaning you can use the 🤗 transformers code for SAM on SlimSAM models ⬇️ (yes only 3 lines of code!)
from transformers import pipeline
generator = pipeline(model="nielsr/slimsam-50-uniform", task="mask-generation")
outputs = generator(image)Lastly, I have built an app for you to compare SlimSAM and SAM outputs
merve/slimsam