perClassSoftware

@UC_5qK1ctgv94-3MHsjLdERA - 163 subscribers

perClass Mira empowers anyone to create and deploy robust solutions for spectral imaging. It has been used to create recycling applications, to detect and remove foreign objects from food, estimate tomato brix or deploy plant phenotyping at scale.

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introduction to perClass Mira 5.0

introduction to perClass Mira 5.0 perClassSoftware

1K views - 2 years ago

Mounting MV.C NIR perClass Mira Stage

Mounting MV.C NIR perClass Mira Stage perClassSoftware

145 views - 2 years ago

Mounting MV.C VNIR hyperspecral camera on perClass Mira Stage

Mounting MV.C VNIR hyperspecral camera on perClass Mira Stage perClassSoftware

201 views - 2 years ago

Mounting perClass Mira Stage Step-by-step Guide

Mounting perClass Mira Stage Step-by-step Guide perClassSoftware

339 views - 2 years ago

Mounting perClass Mira Stage

Mounting perClass Mira Stage perClassSoftware

90 views - 3 years ago

Plant phenotyping using hyperspectral imaging

Plant phenotyping using hyperspectral imaging perClassSoftware

1.2K views - 3 years ago

Live processing of spectral data from HAIP BlackIndustry camera

Live processing of spectral data from HAIP BlackIndustry camera perClassSoftware

796 views - 4 years ago

Visratek sashew sorting machine based on hyperspectral imaging

Visratek sashew sorting machine based on hyperspectral imaging perClassSoftware

795 views - 4 years ago

Fungal infection detection using Inno-spec RedEye hyperspectral camera

Fungal infection detection using Inno-spec RedEye hyperspectral camera perClassSoftware

162 views - 4 years ago

Cashew nut Visratek sorting machine based on hyperspectral imaging

Cashew nut Visratek sorting machine based on hyperspectral imaging perClassSoftware

842 views - 4 years ago

Live tomato brix estimation using Imec SWIR and perClass Mira

Live tomato brix estimation using Imec SWIR and perClass Mira perClassSoftware

347 views - 4 years ago

Live acquisition from Unispectral Monarch II camera

Live acquisition from Unispectral Monarch II camera perClassSoftware

4.9K views - 4 years ago

Live demo of spectral image classification with Senop HSC-2 camera

Live demo of spectral image classification with Senop HSC-2 camera perClassSoftware

194 views - 4 years ago

Estimating product quality: Regression work-flow in perClass Mira

Estimating product quality: Regression work-flow in perClass Mira perClassSoftware

366 views - 4 years ago

Object size distribution

Object size distribution perClassSoftware

710 views - 4 years ago

Practical quality estimation (perClass tutorial at SpectroExpo 2021)

Practical quality estimation (perClass tutorial at SpectroExpo 2021) perClassSoftware

151 views - 5 years ago

Interactive spectral indices (perClass tutorial at SpectroExpo 2021)

Interactive spectral indices (perClass tutorial at SpectroExpo 2021) perClassSoftware

241 views - 5 years ago

Creating interactive spectral index

Creating interactive spectral index perClassSoftware

679 views - 5 years ago

Tomato brix estimation using hyperspectral imaging

Tomato brix estimation using hyperspectral imaging perClassSoftware

711 views - 5 years ago

Live data processing from hyperspectral camera

Live data processing from hyperspectral camera perClassSoftware

892 views - 6 years ago

Regression per object in hyperspectral images

Regression per object in hyperspectral images perClassSoftware

1K views - 6 years ago

Classifying objects by content in hyperspectral images

Classifying objects by content in hyperspectral images perClassSoftware

1K views - 6 years ago

Segmentation of objects in hyperspectral images

Segmentation of objects in hyperspectral images perClassSoftware

1.3K views - 6 years ago

Building a pixel classifier for hyperspectral data

Building a pixel classifier for hyperspectral data perClassSoftware

2.4K views - 6 years ago

Interactive visualization of spectral indices

Interactive visualization of spectral indices perClassSoftware

837 views - 6 years ago

Live nuts/shell sorting demo using hyperspectral NIR camera

Live nuts/shell sorting demo using hyperspectral NIR camera perClassSoftware

314 views - 6 years ago

Pleora AI Gateway processing spectral data stream using perClass Mira

Pleora AI Gateway processing spectral data stream using perClass Mira perClassSoftware

234 views - 6 years ago

LIve processing of hyperspectral data

LIve processing of hyperspectral data perClassSoftware

240 views - 6 years ago

Tomato brix estimation from hyperspectral image

Tomato brix estimation from hyperspectral image perClassSoftware

571 views - 7 years ago

Live classification of nuts and shells using hyperspectral imaging

Live classification of nuts and shells using hyperspectral imaging perClassSoftware

736 views - 7 years ago

drag and drop + zoom to cursor in perClass Mira 1.3

drag and drop + zoom to cursor in perClass Mira 1.3 perClassSoftware

79 views - 7 years ago

Live material classification using Photonfocus camera

Live material classification using Photonfocus camera perClassSoftware

509 views - 7 years ago

potato virus full 3nov18

potato virus full 3nov18 perClassSoftware

372 views - 7 years ago

Detection of plastic in food at Agri&Food tech 2018

Detection of plastic in food at Agri&Food tech 2018 perClassSoftware

616 views - 7 years ago

Specim FX and perClass live classification and object detection

Specim FX and perClass live classification and object detection perClassSoftware

687 views - 7 years ago

perClass Mira integration with Imec HSIViewer

perClass Mira integration with Imec HSIViewer perClassSoftware

1.7K views - 7 years ago

perClass Mira presentation at Chii2018

perClass Mira presentation at Chii2018 perClassSoftware

181 views - 8 years ago

Live classification on the hyper-spectral video feed

Live classification on the hyper-spectral video feed perClassSoftware

351 views - 8 years ago

perClass Mira work-flow on phenotyping use-case

perClass Mira work-flow on phenotyping use-case perClassSoftware

2.7K views - 8 years ago

Machine learning for next generation vision applications

Machine learning for next generation vision applications perClassSoftware

242 views - 11 years ago

Gender Classification

Gender Classification perClassSoftware

780 views - 11 years ago

Understanding outliers with interactive scatter

Understanding outliers with interactive scatter perClassSoftware

82 views - 11 years ago

How to protect classifier from outliers

How to protect classifier from outliers perClassSoftware

38 views - 11 years ago

Visualization of classifier decisions in feature spaces with more than two dimensions

Visualization of classifier decisions in feature spaces with more than two dimensions perClassSoftware

289 views - 11 years ago

Interactive scatter: Painting labels

Interactive scatter: Painting labels perClassSoftware

30 views - 11 years ago

Interactive scatter: Focus on sample subsets with filters

Interactive scatter: Focus on sample subsets with filters perClassSoftware

21 views - 11 years ago

Interactive scatter: Leverage multiple sets of labels

Interactive scatter: Leverage multiple sets of labels perClassSoftware

47 views - 11 years ago

Interactive scatter: Work with multiple features

Interactive scatter: Work with multiple features perClassSoftware

19 views - 11 years ago

Easy class subset with regular expressions

Easy class subset with regular expressions perClassSoftware

77 views - 11 years ago

Live feature distributions in scatter plots

Live feature distributions in scatter plots perClassSoftware

53 views - 11 years ago

Training classifiers from multiple images

Training classifiers from multiple images perClassSoftware

1K views - 11 years ago

Interactive thresholding

Interactive thresholding perClassSoftware

50 views - 11 years ago

Draw your classifier by hand!

Draw your classifier by hand! perClassSoftware

547 views - 11 years ago

Why meta-data matters?

Why meta-data matters? perClassSoftware

11 views - 11 years ago

Learn from local texture

Learn from local texture perClassSoftware

18 views - 11 years ago

Ground-truth by clustering

Ground-truth by clustering perClassSoftware

269 views - 11 years ago

Choose the classifier with cross-validation

Choose the classifier with cross-validation perClassSoftware

174 views - 11 years ago

Tune your classifier

Tune your classifier perClassSoftware

60 views - 11 years ago

Identify typical and rare samples

Identify typical and rare samples perClassSoftware

46 views - 11 years ago

Detectors explained

Detectors explained perClassSoftware

38 views - 11 years ago