Advanced AI Transformers for Computer Vision

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55:26

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01 - Introduction

01 Transformers for computer vision.mp4

00:41

02 What you should know.mp4

00:38

02 - 1. Transformer Architecture

01 History of transformers.mp4

01:58

02 Comparing Vision Transformers to BERT.mp4

04:22

03 - 2. Datasets and Preprocessing

01 Getting set up.mp4

02:08

02 Getting the data.mp4

01:12

03 Using datasets.mp4

06:21

04 Using a pretrained model without fine tuning.mp4

06:17

05 Defining a model.mp4

01:58

06 Preprocessing images.mp4

03:39

07 A transformed image.mp4

03:15

08 Getting images in the correct format.mp4

04:21

04 - 3. Model Training

01 Training arguments.mp4

02:23

02 Model training.mp4

05:04

03 Inference in notebook.mp4

02:30

04 Inference on phone using Gradio.mp4

03:13

05 Gradio and Hugging Face Spaces.mp4

04:56

05 - Conclusion

01 Learn more about transformers and large language models.mp4

00:30

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