01

Edge Analytics System

Capabilities

  • CUSTOMIZED FORM FACTOR

    Customized form measures

  • LOW POWER CONSUMPTION

    Power consumption from 10W to a maximum of 15W.

  • EXTENSIVE DETECTION CAPABILITIES

    AI based ANPR, Attributes Classification, Facial Recognition.

  • USER FRIENDLY

    Designed from the ground up for easy use by both novices and experts

  • HIGH ACCURACY

    Mean Average Precision (mAP) of 84.21% for Vehicle Detection, 96.86% for Car Plate Detection, 91.67% for Character Recognition.

02

Face Recognition Engine

Capabilities

  • FLEXIBLE

    Runs on various platforms, from small embedded hardware to large servers with multiple streams.

  • USER FRIENDLY

    Web User Interface allows for easy system management and access.

  • CUSTOM BUILT

    Suitable for low power edge device or server grade deployment.

  • HIGH PERFORMANCE

    Exceptionally high computing power, despite small form, tuned to detect and recognise faces of Singapore’s diverse ethnic groups.

  • HIGHLY SCALABLE

    Accommodates multiple input video streams and high frame rate (30 fps, full HD resolution frames)

03

Video Analytics (VA) Engine

Capabilities

  • REAL-TIME DETECTION

    Real-time inferencing of video stream.

  • MULTI-STREAM SUPPORT

    Allows multiple cameras to be attached to detection system for simultaneous streaming.

  • CUSTOMIZABLE

    Bespoke models to suit different business needs.

  • HIGHLY SCALABLE

    Modular feature enable spawning of multiple instances to scale performance accordingly.

Features

  • DETECTION ENGINE

    Identifies various objects including person, vehicle, bag, cell phone, umbrella, dog, book.

  • CLASSIFICATION ENGINE

    Groups identified objects accordingly across various categories including body parts, colour of body parts, style of bag and colour of bag.

04

K.A.T.I.E.

(Keep Annotation and Training Incredibly Easy)

Capabilities

  • ALL-IN-ONE

    Connects all stages of the machine learning into a single platform

  • DATA PRIVACY AND SECURITY

    Ensures data is kept private but enabling the platform to be kept within your infrastructure

  • Integrated Solution

    Integration with existing software stack is possible using restful API

  • USER FRIENDLY

    Designed from the ground up to make it easy for both novices and experts

Features

  • ANNOTATION TOOL

    Easy-to-use, AI-assisted labelling uses built-in detection models to increase the speed of labelling, thus improving speed of delivering an ML model.

  • DATASET MANAGEMENT

    Datasets are managed from a common place, live updates of the data labelling process enables viewing of dataset summary for all necessary details, and various formats of import and export are supported.

  • TRAINING MANAGEMENT

    Highly configurable dashboard enables quick overview of all training processes and fine-tuning, if required. All models are also augmented with metadata for tracking.

  • ANALYTICAL TOOLS

    Common set of measures are put in place for fair comparison between trained models.

05

BACK TO THE START

Speech Analytics

Capabilities

  • LOCALIZED VOCABULARY

    Interprets and processes vocabulary that are uniquely Singaporean (Singlish). Codeswitch decoding detects Singaporean English and Mandarin speech.

  • PERSONALISATION

    Training system enables models to be personalised with custom datasets.

  • MULTIPLE QUERY TYPES

    Recognises query by both speech and text examples.

  • HIGH PERFORMANCE

    Supports ASR in real-time with good accuracy even on speech with language code-switching.