File size: 974 Bytes
b346d74 800f572 b346d74 800f572 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 |
---
title: CIFAR-10 Image Classifier
emoji: 🖼️
colorFrom: blue
colorTo: green
sdk: streamlit
sdk_version: 1.52.0
app_file: app.py
pinned: false
---
# 🚀 CIFAR-10 Image Classifier
This is a **Streamlit** app running a **TensorFlow/Keras CNN** trained on the CIFAR-10 dataset.
Upload an image, and the model will predict one of 10 classes:
**airplane, automobile, bird, cat, deer, dog, frog, horse, ship, truck**
---
## 🧩 Features
- Upload images (PNG/JPG)
- Auto-resize and preprocess
- Predict top-3 classes with confidence
- Visualize all class probabilities in a bar chart
- Works directly on Hugging Face Spaces
---
## 📁 Files
- `app.py` — The Streamlit app
- `models/cifar10_cnn.keras` — Trained model
- `models/labels_map.json` — Class labels
- `requirements.txt` — Dependencies
---
## ⚡ How to run
This app is fully deployed on **Hugging Face Spaces**. Just push your repo with this structure, and it will build automatically. |