TinyML Model Evaluation with MLPerf
Budget: $10 – $30 USD
I've developed a TinyML model and I'm seeking a professional to evaluate its accuracy and power consumption using the MLPerf Tiny framework available on GitHub.
Key tasks include:
- Using the MLPerf Tiny framework to assess the model's accuracy and power consumption.
- Accessing an online database I will provide to evaluate the test data for accuracy.
- Utilizing the ESP32 hardware for power consumption evaluation.
Ideal skills and experience:
- Proficient in TinyML and MLPerf Tiny framework.
- Experience with latency ,accuracy and power consumption evaluation.
- Access to and familiarity with online databases for data evaluation.
Key tasks include:
- Using the MLPerf Tiny framework to assess the model's accuracy and power consumption.
- Accessing an online database I will provide to evaluate the test data for accuracy.
- Utilizing the ESP32 hardware for power consumption evaluation.
Ideal skills and experience:
- Proficient in TinyML and MLPerf Tiny framework.
- Experience with latency ,accuracy and power consumption evaluation.
- Access to and familiarity with online databases for data evaluation.
Related categories:
Python
Machine Learning (ML)
Arduino
Software Development
AI (Artificial Intelligence) HW/SW