We use cookies to personalise content and ads, to provide social media features and to analyse our traffic. We also disclose information about your use of our site with our social media, advertising and analytics partners. Additional details are available in our cookie policy.

AI/ML

Artificial Intelligence.
For humans.
By humans.

The bots are coming; well - they aren't just on the way; they are already among us. Leverage the power of machine-driven cognitive analysis to derive insights relevant to your industry. Be it image, video, audio, speech, text or an aggregration of data types, we have developed proven techniques that can extract actionable intelligence.
Beyond the hype - AI by Ignitarium.

AI : Expertise

neural network implementations
  • Dataset preparation, labelling and validation
  • Development of algorithms and purpose-built neural networks
  • Porting of pre-trained and custom neural networks
  • Benchmarking and performance optimisation of algorithms and neural networks
  • Experience with neural network implementations on heterogenous platforms (CPU, GPU, DSP, FPGA and custom hardware accelerators)

AI : Platforms, Libraries & Frameworks

Platforms, Libraries & Frameworks

Industry Focus

  • Extensive expertise in development of algorithms related to artifact detection in industrial objects
  • Capabilities in traditional Computer Vision as well as Machine Learning techniques
  • Expertise in layer reduction and weight optimisation in industrial-targeted neural nets
  • Expertise in conducting AI-driven Design of Experiments for solving specific industrial automation tasks
  • Validation of accuracy and trainability of customer-designed industrial AI engines

Case Studies

INDUSTRIAL

Real Time Color Detection

Color detection – including shade variations – in real time.

Learn More
INDUSTRIAL

Missing Artifact Detection

Detection of presence or absence of Nuts and Bolts on designated slots of machine parts.

Learn More
INDUSTRIAL

Edge & Surface Defect Detection

Detection of Edge and Surface deformities in Metal washers traveling on a conveyer belt.

Learn More
  • Partnerships and active collaboration with the medical ecosystem
  • Experience in interpreting and labelling various categories of medical images
  • Extensive work with SegNet, U-Net, ResNet for training and inference
  • Seamless integration of medical AI implementations into IoT platforms

Case Studies

MED TECH

Anaemia diagnosis using AI

Detection of Anaemia via analysis of blood sample slides using Deep Learning techniques.

Learn More
MED TECH

Haemorrhage detection in CT scans

Custom Deep Neural Network based identification of haemorrhage and infarcts from CT scan images.

Learn More
  • Extensive work with real time object detection using YOLO, MobileNet, AlexNet, ResNet
  • Expertise in OpenCV and model generation using Caffe and TensorFlow
  • Integration of object detection algorithms with connectivity frameworks
  • Optimization of image classification algorithms for operation at the Edge

Case Studies

SURVEILLANCE

People detection using DNNs

Neural network based people detection algorithm on Nvidia platform.

Learn More
SURVEILLANCE

Deep Learning based Face Recognition

Multi-platform (x86 CPU and Nvidia GPU) based implementation of Face Recognition algorithms.

Learn More

Learn about Embedded Software

See Embedded

Ready to transform your business

Get in touch

Want to know more about our journey?

PRIVACY POLICY

© Ignitarium Technology Solutions, All Rights Reserved