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Archived2023
COVID-19 X-ray Detection
Published research pairing Xception with EfficientNet-B7 and ResNet152V2 across 11,000+ chest X-rays.
TensorFlowKerasSageMaker
The question
“Does ensembling two strong backbones beat tuning one of them harder?”
How it works
Where the time went
- Data preparation48%
- Model training32%
- Write-up20%
How it progressed
What I found
Yes, but the margin is small enough that data quality mattered more than either choice. Reached 94% accuracy.
Next experiment
AgentBridge
$./next-step
Most of these started as a question I could not answer by reading.
Send me a hard one.