As convenient and powerful as AWS API Gateway is, it’s not without its quirks. Here are a few lessons I’ve learned the hard way that can help you avoid some common pitfalls when working with AWS API Gateway.
Continue reading “AWS API Gateway Gotchas & Lessons Learned”AWS SageMaker Object Detection Training Gotchas
As part of updates to arachn.io, I’ve started tinkering with object detection machine learning models. During my experiments on AWS SageMaker, I found that AutoPilot does not support object detection models, so I had train using notebooks. As a result, I hit some “gotchas” fine-tuning TensorFlow Object Detection models. While this notebook works a treat on its own training data (at least when run through SageMaker studio), this discussion will focus on things I learned while trying to run it on my own data on August 31, 2024.
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