Page 109 - AI for Good-Innovate for Impact Final Report 2024

AI for Good-Innovate for Impact

23�2�2 Future work

Data collection, Model development, Create new variations/extensions to the same use
case, Standards development related to the use case, Setup reference tools, notebooks
and simulation environment Elaborate proposal: A pivotal aspect of future work will be the 23-Securade
commitment to open-sourcing the technology, a move designed to democratize access to
cutting-edge safety solutions and catalyze innovation within the community.

Key components of the future work:
1. Technology and Platform Open-Sourcing: The decision to open-source the platform
marks a paradigm shift in making advanced safety technologies accessible to a broader
range of users, particularly benefiting small to medium enterprises (SMEs) and industries
in developing regions. By removing financial barriers, we aim to empower all organizations
to prioritize worker safety and foster a culture of innovation and collaboration.

Open-sourcing will include:

o Releasing the core AI model training and inference framework.
o Providing comprehensive documentation and community support to encourage
contributions and adaptations.
o Establishing a vibrant developer ecosystem for continuous improvement and
customization of safety solutions.

2. Enhanced AI Capabilities: Continuous research and development efforts will focus on
improving the accuracy and efficiency of the AI models, incorporating advancements in
zero-shot learning, and exploring new methodologies in AI to adapt to diverse workplace
environments.
Future enhancements include:

o Developing more robust models capable of operating in varying lighting and weather
conditions.
o Implementing adaptive learning algorithms that evolve based on new data, ensuring
the system remains effective as workplace layouts and conditions change.
3. Integration and Scalability: Expanding the platform's integration capabilities with various
industrial systems and IoT devices to offer a more comprehensive safety monitoring
solution.

This includes:

o Enhancing compatibility with different camera and sensor technologies.
o Building APIs for easy integration with existing enterprise systems, such as HR and
EHS management platforms.

4. Community Engagement and Support: Establishing a support framework for users and
developers that includes:

o Training programs and workshops to facilitate the adoption of the technology.
o A dedicated support forum for sharing best practices, troubleshooting, and
collaborative problem-solving.

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