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Menu iconMenu iconNLP with Transformers: Advanced Techniques and Multimodal Applications
NLP with Transformers: Advanced Techniques and Multimodal Applications

Project 5: Multimodal Medical Image and Report Analysis with Vision-Language Models

Step 1: Install Required Libraries

First, install the necessary libraries for processing images and text and for working with the CLIP model:

pip install transformers torch torchvision pandas scikit-learn

Step 1: Install Required Libraries

First, install the necessary libraries for processing images and text and for working with the CLIP model:

pip install transformers torch torchvision pandas scikit-learn

Step 1: Install Required Libraries

First, install the necessary libraries for processing images and text and for working with the CLIP model:

pip install transformers torch torchvision pandas scikit-learn

Step 1: Install Required Libraries

First, install the necessary libraries for processing images and text and for working with the CLIP model:

pip install transformers torch torchvision pandas scikit-learn