| 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. | |