perClassSoftware

@UC_5qK1ctgv94-3MHsjLdERA - 157 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

988 views - 2 years ago

Mounting MV.C NIR perClass Mira Stage

Mounting MV.C NIR perClass Mira Stage perClassSoftware

126 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

173 views - 2 years ago

Mounting perClass Mira Stage Step-by-step Guide

Mounting perClass Mira Stage Step-by-step Guide perClassSoftware

294 views - 2 years ago

Mounting perClass Mira Stage

Mounting perClass Mira Stage perClassSoftware

89 views - 2 years ago

Plant phenotyping using hyperspectral imaging

Plant phenotyping using hyperspectral imaging perClassSoftware

1.3K views - 3 years ago

Live processing of spectral data from HAIP BlackIndustry camera

Live processing of spectral data from HAIP BlackIndustry camera perClassSoftware

782 views - 3 years ago

Visratek sashew sorting machine based on hyperspectral imaging

Visratek sashew sorting machine based on hyperspectral imaging perClassSoftware

759 views - 3 years ago

Fungal infection detection using Inno-spec RedEye hyperspectral camera

Fungal infection detection using Inno-spec RedEye hyperspectral camera perClassSoftware

162 views - 3 years ago

Cashew nut Visratek sorting machine based on hyperspectral imaging

Cashew nut Visratek sorting machine based on hyperspectral imaging perClassSoftware

814 views - 3 years ago

Live tomato brix estimation using Imec SWIR and perClass Mira

Live tomato brix estimation using Imec SWIR and perClass Mira perClassSoftware

339 views - 3 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

192 views - 4 years ago

Estimating product quality: Regression work-flow in perClass Mira

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

357 views - 4 years ago

Object size distribution

Object size distribution perClassSoftware

693 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

239 views - 5 years ago

Creating interactive spectral index

Creating interactive spectral index perClassSoftware

661 views - 5 years ago

Tomato brix estimation using hyperspectral imaging

Tomato brix estimation using hyperspectral imaging perClassSoftware

703 views - 5 years ago

Live data processing from hyperspectral camera

Live data processing from hyperspectral camera perClassSoftware

875 views - 5 years ago

Regression per object in hyperspectral images

Regression per object in hyperspectral images perClassSoftware

1K views - 5 years ago

Classifying objects by content in hyperspectral images

Classifying objects by content in hyperspectral images perClassSoftware

1K views - 5 years ago

Segmentation of objects in hyperspectral images

Segmentation of objects in hyperspectral images perClassSoftware

1.3K views - 5 years ago

Building a pixel classifier for hyperspectral data

Building a pixel classifier for hyperspectral data perClassSoftware

2.4K views - 5 years ago

Interactive visualization of spectral indices

Interactive visualization of spectral indices perClassSoftware

820 views - 5 years ago

Live nuts/shell sorting demo using hyperspectral NIR camera

Live nuts/shell sorting demo using hyperspectral NIR camera perClassSoftware

307 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

233 views - 6 years ago

LIve processing of hyperspectral data

LIve processing of hyperspectral data perClassSoftware

233 views - 6 years ago

Tomato brix estimation from hyperspectral image

Tomato brix estimation from hyperspectral image perClassSoftware

566 views - 7 years ago

Live classification of nuts and shells using hyperspectral imaging

Live classification of nuts and shells using hyperspectral imaging perClassSoftware

722 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

78 views - 7 years ago

Live material classification using Photonfocus camera

Live material classification using Photonfocus camera perClassSoftware

507 views - 7 years ago

potato virus full 3nov18

potato virus full 3nov18 perClassSoftware

369 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

610 views - 7 years ago

Specim FX and perClass live classification and object detection

Specim FX and perClass live classification and object detection perClassSoftware

662 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 - 7 years ago

Live classification on the hyper-spectral video feed

Live classification on the hyper-spectral video feed perClassSoftware

338 views - 7 years ago

perClass Mira work-flow on phenotyping use-case

perClass Mira work-flow on phenotyping use-case perClassSoftware

2.7K views - 7 years ago

Machine learning for next generation vision applications

Machine learning for next generation vision applications perClassSoftware

241 views - 11 years ago

Gender Classification

Gender Classification perClassSoftware

777 views - 11 years ago

Understanding outliers with interactive scatter

Understanding outliers with interactive scatter perClassSoftware

81 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

1.1K 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

546 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

17 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