Deep learning to deny poaching

Issue 8 2021 Surveillance

Poaching is an epidemic in southern Africa. To watch many beautiful animals, particularly rhinos and elephants, decline in numbers at a rapid rate is a tragedy.

There are various poaching detection technologies available including perimeter, ground, aerial, sensor and animal tagging. They all have their strengths but poaching statistics keep increasing and the need for new approaches that provide better protection against poaching is urgent.

Madikwe Game Reserve is currently the fifth largest game reserve in South Africa and has to work hard to protect its wildlife from those who want to poach and harm the animals, as well as to protect those who work to keep them safe.

SecurityBIS is a distributor of business solutions in South Africa and the SADC region. AxxonSoft is SecurityBIS’ flagship security camera monitoring and management system that uses cutting-edge analytics technology to give clients the edge in crime and incident prevention. SecurityBIS offers resellers a full consultation, design and implementation strategy; employing certified AxxonSoft technical engineers.

SecurityBIS was tasked with enhancing the security and surveillance operations at Madikwe to prevent poaching.

Some perimeter security systems are combined with video surveillance, but they often prove ineffective. Since animals often bump the fence, such systems generate false alarms, so security staff can’t possibly monitor all the events and easily miss real threats when poachers invaded the park. This is not the case with AxxonSoft.

Proactive surveillance with AI

AxxonSoft’s deep learning-based artificial intelligence technology provides proactive surveillance in identifying poaching threats across southern Africa to help combat and prevent poaching by distinguishing between animals and humans and picking up on false alarms.

Over 100 cameras now track the movement of animals, people and cars in Madikwe, using facial and licence plate recognition technology and object tracking. The system uses deep learning technology to detect the difference between humans and animals.

As soon as there is a breach, the surveillance control centre is immediately notified. Cameras are used to identify where the breach has occurred. The control centre immediately gets all the necessary information and the anti-poaching unit is dispatched. This has proved very successful in preventing killings as the team is able to get to the scene of the crime quickly.

International assistance

AxxonSoft’s global team worked tirelessly to create a system that addresses poaching head on. They pioneered a new video surveillance implementation of deep learning technology that could detect the difference between humans and animals.

By installing cameras around the perimeter of parks and game reserves, security forces can adapt their approach to poaching. Rather than constantly trying to apprehend criminals in the aftermath of poaching incidents, they can immediately send rangers and/or camera drones to hotspots when alerted by a smart software system that red flags likely poachers before a crime is even committed. Rangers can move from a reactive to a proactive response.

Thanks to AxxonSoft’s solution based on self-learning and neural networks, Madikwe can now differentiate between animals and people to prevent poaching. This anti-poaching solution aids in drastically reducing the upsetting poaching statistics.




Share this article:
Share via emailShare via LinkedInPrint this page



Further reading:

Coordinated efforts lead to successful crime response
News & Events Surveillance Integrated Solutions
A synchronised operation involving Vumacam’s control room operators, the Johannesburg Metropolitan Police Department (JMPD), and 24/7 Drone Force, resulted in the successful identification and apprehension of a suspect linked to a reported theft case.

Read more...
From surveillance to insight across Africa
neaMetrics TRASSIR - neaMetrics Distribution Access Control & Identity Management Surveillance Products & Solutions
TRASSIR is a global developer of intelligent video management and analytics solutions, delivering AI-driven platforms that enable organisations to monitor, analyse, and respond to events across complex physical environments.

Read more...
Edge AI-powered night vision
Surveillance Products & Solutions
By eliminating the need for supplemental lighting, the VIVOTEK Chroma24 low-light full-colour AI camera series provides quiet, unobtrusive protection, while also reducing power consumption and minimising impact on people, ecosystems, and the environment.

Read more...
CAA-compliant ground drone outsourcing
Surveillance IoT & Automation
South African mines, estates, utility companies, independent power producers, ports, municipalities and others can now own and operate a CAA-compliant drone dock ground station in just six to eight weeks.

Read more...
AI-powered classification across large areas
Axis Communications SA Surveillance Products & Solutions AI & Data Analytics
Axis Communications announced the upcoming launch of two innovative radars. Each device delivers a 180° or 270° horizontal field of detection, with accurate AI-powered classification across large areas, 24/7, in all weather and lighting conditions.

Read more...
Unified, AI-powered security platform
Suprema neaMetrics Access Control & Identity Management Surveillance Products & Solutions
Suprema recently announced the launch of BioStar X, its advanced unified security platform. BioStar X unifies biometric access control and video surveillance into a single, scalable platform.

Read more...
Axis signs CISA Secure by Design pledge
Axis Communications SA News & Events Surveillance Information Security
Axis Communications has signed the United States Cybersecurity & Infrastructure Security Agency’s (CISA) Secure by Design pledge, signalling the company’s commitment to upholding and transparently communicating the cybersecurity posture of its products.

Read more...
Five key technology trends for the security sector in 2026
Axis Communications SA News & Events Surveillance
Axis Communications examines trends it considers important for 2026, as technology and customer requirements continue to evolve, but the basic security needs of end users remain constant.

Read more...
Securing a South African healthcare network
Surveillance Healthcare (Industry) AI & Data Analytics
VIVOTEK partnered with local integrator Chase Networks and distributor Rectron to deliver a fully integrated security ecosystem, providing PathCare with a centralised view of all facilities, simplifying monitoring of sensitive laboratory areas, and ensuring SOP compliance.

Read more...
AI agent suite for control rooms
Milestone Systems News & Events Surveillance AI & Data Analytics
Visionplatform.ai announced the public launch of its new visionplatform.ai Agent Suite for Milestone XProtect, adding reasoning, context and assisted decision-making on top of existing video analytics and events — without sending video to the cloud.

Read more...










While every effort has been made to ensure the accuracy of the information contained herein, the publisher and its agents cannot be held responsible for any errors contained, or any loss incurred as a result. Articles published do not necessarily reflect the views of the publishers. The editor reserves the right to alter or cut copy. Articles submitted are deemed to have been cleared for publication. Advertisements and company contact details are published as provided by the advertiser. Technews Publishing (Pty) Ltd cannot be held responsible for the accuracy or veracity of supplied material.




© Technews Publishing (Pty) Ltd. | All Rights Reserved.