Synthetic Waveform Generation for Image Classifier
Budget: ₹1,500 – ₹12,500 INR
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
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