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