Sperm Processor Pvt Ltd is amongst top service providers of Microscope, Laboratory Glassware & Equipment in India. It is a renowned brand in the business of Laboratory Andrology involved right from R&D, manufacturing to marketing. We developed an advanced automated image analysis software that can accurately analyse sperm quality according to parameters recommended by world’s leading health organizations. 

Company Background

Sperm Processor Pvt Ltd is amongst top service providers of Microscope, Laboratory Glassware & Equipment in India. It is a renowned brand in the business of Laboratory Andrology involved right from R&D, manufacturing to marketing. Its umbrella brand for products, Sperm 360 degree, offers an end-to-end solution for andrology labs. They provide manufactured products like SFT Kits, instruments, accessories, plasticware & disposables, hands-on-training to complete lab setup solutions.

The Transformative Solution

Sperm Processor Pvt Ltd approached Tech Vedika to build a comprehensive computer-assisted semen analysis (CASA) software. Tech Vedika developed an advanced automated image analysis software that can accurately analyze sperm quality according to parameters recommended by the world’s leading health organizations. Sperm Processor Pvt Ltd is amongst top service providers of Microscope, Laboratory Glassware & Equipment in India. It is a renowned brand in the business of Laboratory Andrology involved right from R&D, manufacturing to marketing. Its umbrella brand for products, Sperm 360 degree, offers an end-to-end solution for andrology labs. They provide manufactured products like SFT Kits, instruments, accessories, plasticware & disposables, hands-on-training to complete
lab setup solutions.The Transformative Solution Sperm Processor Pvt Ltd approached Tech Vedika to build a comprehensive computer-assisted semen analysis (CASA) software. Tech Vedika developed an advanced automated image analysis software that can accurately analyze sperm quality according to parameters recommended by the world’s leading health organizations.


Product Features

  • Morphology – Structural properties of sperms
  • Concentration and Motility – Motion characteristics of sperms
  • Concentration and Motility
  • DNA fragmentation
  • Nucleo Protein
  • Vitality
  • HOS, Anti sperm Anti body and Sperm Confirm
  • GPU acceleration

The image processing module is designed using computer vision and
machine learning module, that processes the images in the following steps:

  • Image Acquisition: Using multi-core GPU and ARM processors and optimized compression and decompression algorithms.
  • Image Pre-processing: Noise removal using efficient bilateral filters, very fast color conversion modules and very efficient morphological modules.
  • Object Tracking: High Accurate tracking algorithms with very fast run times.
  • Image Segmentation and Object detection: Novel Local and Global statistical based segmentation using highly optimized clustering algorithms, Multi-core and GPU processor, very fast low power deep learning modules, deep belief Networks, autoencoders, and deep CNN.
  • Feature Extraction and Measurements: Using highly optimized modules used for feature extraction, based on color, texture, shape, and appearance. Model-based measurements like circle and ellipse, regularity, insertion angles and deep learning based measurements.

The Results

Tech Vedika developed an advanced semen analysis software which provides the following benefits.

Insights:

  • About one second per frame at 1280 X 940 resolution with 90% accuracy
  • Motility measurement with 90% accuracy
  • DNA Fragmentation measurement with 95% accuracy
  • Nucleo Protein measurement with 92% accuracy
  • Vitality measurement with 90% accuracy
  • Concentration measurement with 98% accuracy Innovation
  • Patentable background and foreground separation
  • The highly efficient multi-frame object tracker
  • Highly efficient small object detector
  • Very fast and less parameter deep learning modules
  • Very optimized modules for various hardware architectures

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