survival-guide | Collection of resources and tips for brand new alumni | Awesome List library
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kandi X-RAY | survival-guide Summary
Collection of resources and tips for brand new alumni
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QUESTION
Please bear with me. I'm new to CoreML and machine learning. I have a CoreML model that I was able to convert from a research paper implementation that used Caffe. It's a CSRNet, the objective being crowd-counting. After much wrangling, I'm able to load the MLmodel into Python using Coremltools, pre-process an image using Pillow and predict an output. The result is a MultiArray (from a density map), which I've then processed further to derive the actual numerical prediction.
How do I add a custom layer as an output to the model that takes the current output and performs the following functionality? I've read numerous articles, and am still at a loss. (Essentially, it sums the values all the values in the MultiArray) I'd like to be able to save the model/ layer and import it into Xcode so that the MLModel result is a single numerical value, and not a MultiArray.
This is the code I'm currently using to convert the output from the model into a number (in Python):
...ANSWER
Answered 2021-Apr-01 at 10:21You can add a ReduceSumLayerParams to the end of the model. You'll need to do this in Python by hand. If you set its reduceAll parameter to true, it will compute the sum over the entire tensor.
However, in my opinion, it's just as easy to use the model as-is, and in your Swift code grab a pointer to the MLMultiArray's data and use vDSP.sum(a)
to compute the sum.
QUESTION
I need help to edit side margins in the mobile responsive view of a WordPress website.
This website is using the Market theme, when you open the website from a PC, it looks OK, but when you browse from a smart mobile, text margins (from left and right) are large and affecting the amount of viewable data on a smart mobile screen.
I want to remove these left and right margins (in a smart mobile view) without changing anything else.
previously I contacted the theme developers, and they gave me this code to use. But sadly, it didn't solve my problem.
Here is the css code:
...ANSWER
Answered 2020-Jul-21 at 07:23You can add the following css code into the customizer of your WordPress installation.
QUESTION
I am using Serverless and I have a lambda that is available via API Gateway. Like many of the CORs questions that mention a similar stack, I am getting the following error when making a call from a browser (usual Postman/curl local testing works just fine):
...ANSWER
Answered 2020-Jul-10 at 10:12While your lambda function is allowing the Z-Client-Timezone header, the built-in options method of AWS is not.
In order to allow this, you can do the following -
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