Implemented a convolutional neural network (2 Convo + 2 Dense Layer) trained on catvsdog dataset. Extracted tflite format, and used python-telegram-bot for realtime integration with telegram bot.
Simple Cat vs Dog Classification. Whenever user sends a Photo to the telegram, it predicts using trained model and replies back
The model is a Convolutional Neural Network (CNN) trained from scratch using the Dogs vs Cats dataset.
Frameworks used:
- TensorFlow / Keras
- NumPy, Matplotlib for EDA
- OpenCV for preprocessing
