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X-O-Classifier – AI Model by senanahmedli | AlphaNeural AI
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X-O-Classifier
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pytorch
image-classification
cnn
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X O Classifier
A simple CNN model that classifies X and O images. Repository demonstrates:
A
trained model
(
model/cnn_xo_classifier.pth
)
The
model architecture
(in
model/model.py
)
Usage
instructions (in
example_usage.py
)
Instructions on how to run inference.
Model Architecture
The CNN (
model.py
) is a straightforward architecture:
Two convolutional layers
One max pooling layer
Two fully connected layers
Training Details
Dataset
: Synthetic images labeled as "X" or "O".
Loss
: Cross-Entropy
Optimizer
: Adam, learning rate = 0.001
Epochs
: 20
Accuracy
: ~98-99% on a small test set.
See
main.py
in this project for a sample training loop.
Intended Use / Limitations
Intended Use
: Classify a single 8x8 image as either an "X" or an "O".
