Pneumonia Detection — Computer Vision
CV/ML Engineer2023
LSTM Integration · Deep Learning Diagnostic · Flask Interface · X-Ray Analysis
View Gallery
Gallery
Main Interface
Main Interface
Prediction Result
Prediction Result
An AI diagnostic tool analyzing chest X-ray images to detect pneumonia using deep learning and LSTM network feature sequencing.
Key Achievements
- Developed a medical classification system for pneumonia using Keras and TensorFlow.
- Implemented LSTM network layers to capture complex visual feature sequences in medical scans.
- Built a functional web portal using Flask for medical professionals to upload and classify X-rays.
- Optimized detection performance through diagnostic feedback loops in the training pipeline.
Tech Stack
PythonTensorFlowKerasLSTMOpenCVFlask