README.md

EMNIST Letters CNN (A–Z)

This model classifies 28x28 grayscale images into Latin letters A–Z.

Files

• letter_cnn_state_dict.pt : model weights
• model.py : model architecture

Load (example)

import torch, string
from model import LetterCNN

letters = string.ascii_uppercase

m = LetterCNN()
m.load_state_dict(torch.load("letter_cnn_state_dict.pt", map_location="cpu"))
m.eval()



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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!")