Ashutosh1975270/cnn-cifar-10-classifier

CNN Image Classification - CIFAR-10

CIFAR-10 CNN project with Grad-CAM explainability.

Clone and Setup

git clone <your-repo-url>
cd Deep-learning/CNN\ Image\ Classification
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt

Run Order

1. 1.notebooks/01_eda.ipynb
2. 2.notebooks/02_model_train.ipynb
3. 3.notebooks/03_evaluation_gradcam.ipynb
4. 4.streamlit run app.py

Deployment Rule

• —app.py does inference only.
• —Training happens in notebooks and saved artifacts are loaded at runtime.

Saved Artifacts

• —models/model.pkl
• —data/processed/training_history.json
• —data/processed/class_names.json
• —data/processed/metrics.json
• —charts in charts/