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Launch: Deploy PaliGemma Models with Roboflow

Blog post from Roboflow

Post Details
Company
Date Published
Author
James Gallagher
Word Count
1,160
Language
English
Hacker News Points
-
Summary

PaliGemma is a multimodal vision model architecture developed by Google Research, released in May 2024, which supports tasks like object detection, segmentation, and visual question answering (VQA). The guide outlines how users can deploy fine-tuned PaliGemma models using Roboflow, highlighting the steps involved such as creating a project, uploading and annotating data, generating a dataset version, fine-tuning the model, uploading model weights, and finally deploying the model using Roboflow Inference. It emphasizes the utility of these models in object detection and provides detailed instructions for utilizing pre-existing PaliGemma weights or uploading custom weights for deployment, thereby enabling users to harness the capabilities of PaliGemma on their hardware.