monisha08041998 / resnet_inference

ResNet Image Classifier Inference Flask App This folder contains a Flask web application for image classification using a trained ResNet model.

Installation

Install dependencies: pip install -r requirements.txt Set up environment variables in .env (See configuration below). Usage Run the app: python app.py

Access the app in your browser at http://localhost:5000/

Configuration Configure the app by setting the following in the .env file:

STATIC_PATH: Path to the static folder for uploaded images. CSV_PATH: Path to the CSV file with image labels.

Endpoints /: Upload images for predictions.

Dependencies Flask TensorFlow NumPy Pandas python-dotenv