Inspiration
The massive scale of ocean plastic pollution threatening marine ecosystems inspired us to find a faster way to map and analyze this crisis. What it does
Uses 12Labs video retrieval technology to rapidly process satellite/aerial data and map ocean plastic at unprecedented speed and scale.
How we built it
Leveraged 12Labs' state-of-the-art deep learning algorithms to scan video footage and identify/timestamp plastic debris detections.
Challenges we ran into
Managing the huge volume of video data and optimizing AI model accuracy on plastic objects.
Accomplishments that we're proud of
Achieved speed improvements over manual analysis to massively scale ocean plastic mapping.
What we learned
The power of 12Labs' video retrieval solutions for environmental monitoring and gaining actionable insights from big visual data.
What's next for Deep Green
Expanding real-time monitoring capabilities and enhancing integrations with ocean cleanup operations.
Built With
- 12labs
- python
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