| # EMNIST Letters CNN (A–Z) |
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| This model classifies 28x28 grayscale images into Latin letters A–Z. |
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| ## Files |
| - letter_cnn_state_dict.pt : model weights |
| - model.py : model architecture |
| |
| ## Load (example) |
| ```python |
| import torch, string |
| from model import LetterCNN |
| |
| letters = string.ascii_uppercase |
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| m = LetterCNN() |
| m.load_state_dict(torch.load("letter_cnn_state_dict.pt", map_location="cpu")) |
| m.eval() |
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| --- |
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| ## 5) Repo’dagi fayldan localda ishlatish (download qilgandan keyin) |
| Siz repo’dan `letter_cnn_state_dict.pt` va `model.py` ni yuklab olasiz, keyin: |
|
|
| ```python |
| import torch |
| from model import LetterCNN |
| |
| m = LetterCNN() |
| m.load_state_dict(torch.load("letter_cnn_state_dict.pt", map_location="cpu")) |
| m.eval() |
| print("Model ready!") |
