AI Innovations Target Illegal Marine Wildlife Trafficking
Seahorses and shark fins are illegally trafficked. An AI tool could help stop this crime

Image: The Conversation
A new study reveals how artificial intelligence can enhance detection of illegal marine wildlife trafficking at airports and mail facilities. By developing algorithms trained on 3D X-ray images of marine species, researchers aim to improve identification rates of trafficked items like shark fins and seahorses.
- 01The study published in Frontiers in Ocean Sustainability highlights the potential of AI in detecting illegal marine wildlife trafficking.
- 02Researchers developed algorithms with a success rate of 95% for shark fins and seahorses, and 85% for sea cucumbers.
- 03The algorithms were trained using 68 samples of marine animals scanned in 3D X-ray machines.
- 04Despite AI's effectiveness, human verification remains essential to ensure accuracy in detection.
- 05Illegal wildlife trafficking is a global issue, generating billions in illicit trade and often linked to other criminal activities.
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Illegal marine wildlife trafficking, including the trade of shark fins, seahorses, and sea cucumbers, poses a significant challenge in conservation efforts. A study published in Frontiers in Ocean Sustainability demonstrates how artificial intelligence (AI) can be utilized as a complementary tool to enhance detection capabilities at international airports and mail facilities. Researchers developed algorithms by scanning 68 samples of marine animals using 3D X-ray technology, achieving impressive success rates of 95% for shark fins and seahorses, and 85% for sea cucumbers. While AI can assist in identifying trafficked items, human inspectors and biosecurity dogs remain crucial for verification. The study underscores the need for improved detection methods to combat the estimated $23 billion global wildlife trafficking market, which intersects with other criminal activities. The implementation of these AI algorithms at frontline inspection points could help in uncovering key trade routes and ultimately contribute to the protection of marine biodiversity.
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The implementation of AI detection tools could significantly enhance the ability to combat illegal wildlife trafficking.
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