A machine learning model that classifies images into categories.
A machine learning model that classifies images into predefined categories using a convolutional neural network.
The client needed a way to automatically sort or tag images into categories without manual review.
We built and trained a CNN-based image classifier using TensorFlow/Keras on a labeled image dataset, with a simple script to classify new images.
Images are preprocessed and augmented before being fed into a CNN built with Keras layers (convolution, pooling, dense). The trained model is saved and reused through a simple inference script.
Delivered as a trained model with full source code, a reproducible training script, and documentation for retraining on new data.