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Update README.md
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Rhythmbellic authored Jun 23, 2024
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Expand Up @@ -14,9 +14,11 @@ We use the entire Food101 dataset, which consists of:

Training Images: 75,750
Testing Images: 25,250

![Screenshot 2024-06-24 043301](https://github.com/Rhythmbellic/Food-Vision/assets/92723976/c737190f-0c1d-4c75-9665-4a39398c683a)

Optimization Techniques
To improve the training speed and efficiency, we implement:

Prefetching: Preloading data to reduce waiting times during training.
Mixed Precision Training: Using a combination of single precision (float32) and half-precision (float16) to speed up model training, achieving up to 3x faster training on modern GPUs.
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