Simplified implementation of the OpenAI CLIP model

Simplified implementation of the OpenAI CLIP model

Hemant Bhambhu Hemant Bhambhu

Hemant Bhambhu

Data Scientist | IIT KGP

发布日期: 2024年4月18日
+ 关注

?? Excited to share a simplified implementation of the OpenAI CLIP model that I've been working on! The OpenAI CLIP (Contrastive Language-Image Pre-training) model links images with texts and is crucial for understanding current multimodal approaches.

?? Check out the notebook on GitHub

?? Also, directly run the notebook on Kaggle

This code builds on this great tutorial but i did not find it beginner friendly so wrote this code for ease of understanding.

This is a great video if you want to understand the CLIP model.

#AI #machinelearning #datascience #openai #CLIPmodel #technology

要查看或添加评论，请登录

Hemant Bhambhu的更多文章

  • UNET Implementation
    2024年4月30日

    UNET Implementation

    ?? Excited to share a simple U-Net implementation for image segmentation! Understanding U-Net is important in the…

  • Mastering matplotlib: Crafting Personalized Subplots with GridSpec
    2023年4月26日

    Mastering matplotlib: Crafting Personalized Subplots with GridSpec

    Occasionally, we aim to depict the connections between variables by generating multiple subplots, but the results can…

  • Analytics-Vidhya's Big Mart Sales Prediction
    2023年1月15日

    Analytics-Vidhya's Big Mart Sales Prediction

    It is a good competition to understand the role of data preprocessing to get a good rank in data science competitions…

社区洞察

其他会员也浏览了