Computer vision · local inference

Pediatric Pneumonia Classification

Upload a pediatric chest X-ray and run the original compact CNN entirely in your browser. The runtime attempts WebGPU first, then WebGL GPU acceleration, then CPU compatibility mode.

1. Choose an image

Drop a chest X-ray hereor click to browse · JPG, PNG, WebP · maximum 10 MB

Model not preparedThe model is downloaded only when you request it.

Research demonstration only. This model is not a medical device and must not be used to diagnose, treat, or rule out disease.

2. Result and explanation

Your local result will appear here.

The image is resized to 64 × 64 RGB pixels before inference.

Predicted class

—

confidence for the selected class

Normal0%

Pneumonia0%

Backend—

Inference—

ModelCNN v1

This optional step runs multiple local predictions and may be slower on CPU.