simpsons_cnn_classifier

A grayscale CNN model to classify Simpsons characters using TensorFlow, Keras, and OpenCV.

Simpsons Character Classifier 🟡🧠

A Convolutional Neural Network (CNN) built using TensorFlow/Keras to classify characters from The Simpsons dataset.

🚀 Features

• Trained on over 13,000 grayscale images of Simpsons characters
• Achieves good accuracy using a simple CNN architecture
• Built using OpenCV, TensorFlow, and Python

📦 Tech Stack

• TensorFlow / Keras
• OpenCV
• NumPy
• Google Colab

📸 Demo Example prediction using simp.jpeg.

🧠 Model Model architecture:

• 2 Conv + MaxPooling layers
• Dense + Dropout
• Softmax output for multi-class classification

Dataset: The Simpsons Characters Dataset