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Exploring Fast Segment Anything

Sovit Ranjan RathSovit Ranjan Rath December 23, 2024December 23, 2024 0 Comment
Exploring Fast Segment Anything

In this article, we explore Fast Segment Anything, a CNN based alternative approach to the original Transformer based Segment Anything Model. ...

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Exploring HQ-SAM

Sovit Ranjan RathSovit Ranjan Rath December 16, 2024December 16, 2024 0 Comment
Exploring HQ-SAM

In this article, we explore HQ-SAM, a modified version of SAM that overcomes some of the limitations when trying to segment small and intricate objects. ...

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FasterViT Detection

Sovit Ranjan RathSovit Ranjan Rath December 9, 2024December 9, 2024 0 Comment
FasterViT Detection

In this article, we create a custom Vision Transformer based object detection model using NVIDIA's FasterViT backbone and the Single Shot Detection head. ...

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Integrating SAM2, Molmo, and Whisper for Object Segmentation

Sovit Ranjan RathSovit Ranjan Rath December 2, 2024December 2, 2024 0 Comment
Integrating SAM2 Molmo and Whisper for Object Segmentation

In this article, we integrate SAM2, Molmo, and Whisper for creating a text-based as well as speech-to-text pipeline for automated object segmentation in images. ...

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SAM2 and Molmo: Image Segmentation using Natural Language

Sovit Ranjan RathSovit Ranjan Rath November 25, 2024November 25, 2024 2 Comments
SAM2 and Molmo: Image Segmentation using Natural Language

In this article, we use SAM2 and Molmo for carrying out image segmentation using natural language. We provide a prompt to Molmo, get the coordinates, and pass these to SAM2.1 to segment the objects ...

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