Questions tagged [inference]

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Training and inference for highly-context-sensitive information

What is the best way to train / do inference when the context matters highly as to what the inferred result should be? For example in the image below all people are standing upright, but because of ...
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51 views

Why does the BatchNormalization layer produce different outputs during training and inference?

I modified resnet50 architecture to get a regression network. I just add batchnorm1d and ReLU layers just before the fully connected layer. During the training, the output of batchnorm1d layer is ...
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26 views

Algorithm which learns to select from proposed options

My goal is to write a program that automatically selects a routing out of multiple proposed options. The data consists out of the multiple proposed options with each the attributes time, costs and ...
1
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0answers
65 views

What are state of the art backward chaining packages in Python?

What are state of the art backward chaining packages/tools/github algorithms in Python? It would be nice if you could also comment on the strengths and weaknesses of each solution !
1
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113 views

How to use TPU for real-time low-latency inference?

I use Google's Cloud TPU hardware extensively using Tensorflow for training models and inference, however, when I run inference I do it in large batches. The TPU takes about 3 minutes to warm up ...
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65 views

Colour palettes for COCO dataset

Is there any link or explanation on how to create Color palettes for coco dataset for segmentation. I see there is a link for cityscapes dataset https://gluon-cv.mxnet.io/_modules/gluoncv/utils/viz/...
0
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21 views

Looking for an Approach method for News maker

I have some databases with information about exports and imports of a country, what are they importing, the times that an importation was made, the country from and target, everything related to ...
0
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26 views

Can propositional resolution be done with DNF?

I have read that propositional resolution works best for formulas in CNF but does it also work with DNF? if yes how? if no why not?