Conservation X Labs Utilizes AI to Enhance Wildlife Monitoring with SAM 3

Lawrence Jengar
Nov 25, 2025 04:15

Conservation X Labs, in collaboration with Meta, employs the Segment Anything Model 3 to revolutionize wildlife monitoring, aiding in the preservation of endangered species.

In a groundbreaking initiative to bolster wildlife conservation efforts, Conservation X Labs (CXL) has partnered with Meta to harness the power of the Segment Anything Model 3 (SAM 3). This innovative technology is being deployed to enhance the monitoring and protection of endangered species, according to Meta AI.

Technological Advancements in Conservation

Conservation X Labs, a start-up founded in 2015, is leveraging SAM 3 to automate the description and monitoring of animal behavior. Dr. Alex Dehgan, co-founder of CXL, highlights the transformative potential of SAM 3, which can detect, segment, and track objects in video using short text phrases. This capability significantly enhances the monitoring of wildlife, offering a sophisticated means to track species such as the Florida mountain lion, an endangered subspecies with a dwindling population.

Meta’s SAM 3 builds on its predecessor, SAM 2, by allowing the identification of species through textual prompts. This technological leap is crucial for conservationists who face the dual challenge of declining biodiversity and the need for scalable monitoring solutions.

SA-FARI: A Pioneering Dataset

In collaboration with various conservation organizations, CXL and Meta have developed SA-FARI, an open dataset comprising over 10,000 meticulously annotated camera trap videos. This dataset serves as a valuable resource for ecological monitoring, enabling the AI community to develop new models for biodiversity analysis and animal health assessments.

The SA-FARI dataset marks a significant advancement in conservation technology, providing essential data for tracking animal behavior and disease management. Dr. Dehgan emphasizes its potential to revolutionize conservation strategies by offering a common basis for innovation in ecological science.

Impact on Florida’s Wildlife

The Florida Fish and Wildlife Conservation Commission (FWC) is collaborating with CXL to monitor the Florida mountain lion, addressing challenges such as the spread of feline leukomyelopathy (FLM), a neurological disease affecting these animals. SAM 3’s ability to track individual animals over time enhances the capability to detect behavioral changes indicative of disease, facilitating timely interventions.

The integration of SAM 3 into conservation practices exemplifies the synergy between technology and nature, underscoring the potential of AI to aid in the preservation of biodiversity. As these tools continue to evolve, they promise to empower conservationists with data-driven insights, fostering proactive and adaptive strategies for protecting endangered species and ecosystems.

Image source: Shutterstock

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