Synthetic Waveform Generation for Image Classifier

Budget: ₹1500 - ₹12500

I'm looking to develop an image classifier model to detect and classify patient ventilator asynchrony events, specifically trigger asynchrony, cycle asynchrony, and flow asynchrony.

Currently, I don't have any data for training the model. I need to generate synthetic waveforms using a combination of mathematical models and rule-based algorithms.

Key Requirements:

• Generate synthetic waveforms for training
• Use a combination of mathematical models and rule-based algorithms
• Classify three types of asynchrony events: trigger, cycle, and flow

Ideal Skills and Experience:

• Proficiency in Python
• Experience with synthetic data generation
• Knowledge of image classification and machine learning
• Familiarity with ventilator waveforms and asynchrony events