Segment Anything Model by Meta AI: Applications in Video, 3D, Medical Images, and More!

Today, we're diving deep into Meta's Segment Anything Model (SAM) and its incredible upgrades SAM 2. We'll then explore its applications in various industries.
- Semantic SAM: Automatically label segmented areas.
- Caption Anything: Add captions to objects in your images.
- Inpaint Anything: Generate and modify image content with impressive control.
- Edit Anything: Change specific features like hair, objects, or layout with ease.
SAM doesn't stop at images. It segments videos, tracks objects, and even works in 3D spaces! Whether it's 3D bounding boxes or point clouds, SAM's versatility extends across different industries, from geospatial analysis to healthcare applications like MedSAM.
Applications Include:
- Medical imaging with MedSAM.
- Geospatial segmentation for aerial images.
- 3D object detection with VoxelNeXt.
And so much more!
Check out these tools and extensions:
- Magic Copy: A Chrome plugin for quick cutouts.
- Stable Diffusion WebUI Extension: For easy image inpainting.
Hope this is informative to you :)
#SegmentAnythingModel #AI #SAM #Meta #ImageSegmentation #SemanticSAM #AIInnovation #VideoSegmentation #3DModeling #Inpainting #GenerativeAI #SAM2 #MetaAI #ObjectDetection #MachineLearning #DeepLearning

[@seanknowles7987]

i need a way to segment portions of video to alter some and keep the rest as the original..so far i only see comfyui can do this for video well..any idea of another platfrom ..preferably webui to use sam2 with inpainting/controlnet?..my laptop cant run comfy..any feedback woudl be amazing!..thank you for your vid btw

[@TechCindy]

Stable Diffusion webui plugin for controlnet segmentation, etc. (but seems that only for images): github.com/continue-revolution/sd-webui-segment-anything Projects that segment videos, if you have your own GPUs: github.com/achalddave/segment-any-moving github.com/gaomingqi/track-anything I don't have experience segmenting videos myself so just listing some resources here. Hope this helps a bit & best luck!

[@srinu571]

@seanknowles7987 , I am also working for a same use case, I need to delete the some frames from video and keep the rest as the original, I need to remove frames based on the user prompt, it is almost similar to your use case, did you find any models that can fulfill this requirement. ?