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Development Deploy MP Wiki

Mask R-CNN

Mask R-CNN is the most used architecture for instance segmentation . It is almost built the same way as Faster R-CNN . The major difference is that …

Development Deploy MP Wiki

Min delta

Intuition As a neural network accumulates more parameters, it is more exposed to overfitting. Too many epochs can lead to overfitting of the training …

Development Deploy MP Wiki

Momentum (SGD)

Momentum speeds up the SGD optimizer to reach the local minimum quicker. If we move in the same direction in the loss landscape, the optimizer will …

Deploy Development MP Wiki

MultiStepLR

MultiStepLR is a scheduler that decays the learning rate with a certain multiplicative factor set by the user when a certain milestone is reached. …

Development Deploy MP Wiki

Object Detector

Object detectors find objects in an image by computing regions of interest (ROI), then draw a bounding box around it, and finally, run a …

Development MP Wiki

Overview of topics

Overview of topics In the wiki, we dive into visionAI concepts of a wide variety of topics. The list will be ever-growing, but below you find our …

Development Deploy MP Wiki

PAN

Pyramid Attention Network was proposed for semantic segmentation in order to better handle the cases of the images with objects of various sizes by …

Deploy Development User documentation

Pascal VOC

The well-known Pascal VOC format is well documented here . With the Pascal VOC page from Oxford being down at the moment, the links point to a …

Development Deploy MP Wiki

Patience

Intuition As a neural network accumulates more parameters, it is more exposed to overfitting. Too many epochs can lead to overfitting of the training …

Deploy Development MP Wiki

Precision

Precision estimates how many of a classifier 's predictions are actually right. It is derived from the confusion matrix . It is the counterpart of …

Development User documentation

Project Summary

You can access a project-specific report by clicking the three dots on the card of the project you want to see the summary of, and then click …

Development Deploy MP Wiki

PSPNet

Scene Parsing Scene parsing is the process of segmenting and parsing an image into various visual areas that correspond to semantic categories such …

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