Page 132 - AI for Good-Innovate for Impact Final Report 2024

AI for Good-Innovate for Impact

Use Case – 29: AI-based Video Analysis System to Intelligently

Protect the Lives of Miners

Country: China

Organization Name: Shenzhen Corerain Technologies Co.Ltd.

Contact: Dai Jie, jie.dai@ corerain .com

29�1� Use case summary table

Domain Mining, Protecting Lives

Problem to be Protect lives of miners and safety of mining equipment
addressed

Key aspects of the • Streaming accelerator for AI
solution • Safety surveillance and monitoring system
• Edge computing device + algorithms for monitoring the safety of
miners and mining equipment
• Hardware, algorithm, platform and service layers

Technology keywords Edge Computing, Surveillance and Monitoring for Mining, AI Stream-
ing Accelerator

Data availability Both publicly and privately available data

Metadata (type of Video streaming input
data)

Model Training and Anomaly detection, Diffusion for generation of new samples, CNN,
fine tuning detection, classification and segmentation.

Test beds or pilot • Baijigou coal mine
deployments • 100,000 alarms with 95% accuracy

29�2� Use case description

29�2�1 Description

According to statistics from Global Energy Monitor (GEM)[1], there are nearly 3 million miners
worldwide. However, the working environment in mining areas is exceptionally complex with
frequent occurrences of major production accidents. With the development of the Internet
of Things (IoTs), most mining areas have deployed cameras, sensors, and other devices to
monitor the safety of production. Due to limitations such as manpower, distance, and operating
environments, these solutions are unable to timely detect and intervene during unsafe behaviors

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