---
title: Image Classification Studio
emoji: 🖼️
colorFrom: indigo
colorTo: blue
sdk: docker
app_port: 8501
pinned: false
tags:
  - streamlit
  - computer-vision
  - image-classification
  - tensorflow
  - transformers
---

# Image Classification Studio

Three separate, interactive computer-vision applications:

- **CIFAR-10 Classifier:** classifies general object images into ten categories with a fine-tuned Vision Transformer.
- **Cat vs Dog:** runs Jale Summak's custom binary CNN on uploaded pet photographs.
- **MNIST Digit:** recognises handwritten digits from 0 to 9 with a dedicated convolutional model.

Each tab represents a different portfolio project and uses its own model, preprocessing and result display. These models are educational demonstrations; confidence reflects model output rather than certainty.