Glavin001 (Glavin W)

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FLUX.1 [Inpainting]

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liuhaotian/llava-v1.5-7b

Image-Text-to-Text • Updated May 8 • 1.11M • 375

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graph-based-captions/GBC10M

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Reacted to singhsidhukuldeep's post with 🔥 4 months ago

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🗓️ Remember when last April, @Meta released Segment Anything Model (SAM) paper and it was too good to be true. 🤯

They have now released Segment Anything Model 2 (SAM 2) and it's mind-blowingly great! 🚀

SAM 2 is the first unified model for segmenting objects across images and videos. You can use a click, box, or mask as the input to select an object on any image or frame of video. 🖼️📹

SAM consists of an image encoder to encode images, a prompt encoder to encode prompts, then outputs of these two are given to a mask decoder to generate masks. 🎭

The biggest jump of SAM2 from SAM is using memory to have consistent masking across frames! They call it masklet prediction! 🧠

They have also released the dataset, SA-V
This dataset is truly huge, with 190.9K manual annotations and 451.7K automatic! 📊

📄 Paper: https://ai.meta.com/research/publications/sam-2-segment-anything-in-images-and-videos/

📝 Blog: https://ai.meta.com/sam2/

🔗 Demo: https://sam2.metademolab.com/demo

💾 Model Weights: https://github.com/facebookresearch/segment-anything-2/blob/main/checkpoints/download_ckpts.sh

📁 Dataset: https://ai.meta.com/datasets/segment-anything-video-downloads/