#86- CLIP, SigLIP and JinaCLIP.

An episode of the Life with AI podcast, hosted by Filipe Lauar, titled "#86- CLIP, SigLIP and JinaCLIP." was published on June 27, 2024 and runs 13 minutes.

June 27, 2024 ·13m · Life with AI

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Summary

Hey guys, in this episode I talk about 3 very important models that use contrastive learning, CLIP, SigLIP and JinaCLIP. They are image-text embedding models that allow us to for instance do image-text retrieval. CLIP paper: https://arxiv.org/pdf/2103.00020 SigLIP paper: https://arxiv.org/pdf/2303.15343 JinaCLIP paper: https://arxiv.org/pdf/2405.20204 Github of similarities and contrastive loss: https://github.com/filipelauar/projects/blob/main/similarities_and_contrastive_loss.ipynb Instagram of the podcast: https://www.instagram.com/podcast.lifewithai Linkedin of the podcast: https://www.linkedin.com/company/life-with-ai

Episode Description

Hey guys, in this episode I talk about 3 very important models that use contrastive learning, CLIP, SigLIP and JinaCLIP. They are image-text embedding models that allow us to for instance do image-text retrieval.

CLIP paper: https://arxiv.org/pdf/2103.00020

SigLIP paper: https://arxiv.org/pdf/2303.15343

JinaCLIP paper: https://arxiv.org/pdf/2405.20204

Github of similarities and contrastive loss: https://github.com/filipelauar/projects/blob/main/similarities_and_contrastive_loss.ipynb

Instagram of the podcast: https://www.instagram.com/podcast.lifewithai

Linkedin of the podcast: https://www.linkedin.com/company/life-with-ai

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