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Deploy User documentation

Object Detection

Inference sample for exported torchscript object detector model. Mask RCNN code example import torch import numpy as np from PIL import Image import …

Development User documentation

Object Detection Assistant

The object detection assistant is one of our AI assistants. This assistant will help you with finding, creating, and labeling bounding boxes in a …

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 …

Deploy MP Wiki

Orchestrated Deployment

If you want to run multiple models with different logics at once, it makes sense to use an orchestrated container platform like Kubernetes. It allows …

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


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

Development User documentation

Panning and zooming

To use Hasty, you will need to manipulate the work area in such a way that you can label whatever you see fit to annotate. For this, we have two …

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


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 User documentation


The polygon tool is most annotators preferred tool of choice for instance segmentation. It allows you to create more complex shapes than bounding …

Development User documentation

Polygon <-> Mask Conversion

Sometimes, you might want to switch between an annotation from polygon to mask or vice versa. Polygons tend to be easier to edit so if you have an …

Deploy Development MP Wiki


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

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