Google has open sourced SpeciesNet, an artificial intelligence model designed to automatically identify animal species from photos captured by camera traps.
The new tool is expected to accelerate wildlife research by dramatically reducing the time it takes to sift through the massive volumes of data generated by these devices.
Camera traps—digital cameras equipped with infrared sensors—are widely used by researchers around the world to monitor wildlife populations. However, the sheer quantity of images they produce can delay data analysis by days or even weeks. SpeciesNet addresses this challenge by classifying images into more than 2,000 labels, ranging from specific animal species and broader taxa such as “mammalian” or “Felidae” to non-animal objects like vehicles.
The model is a key component of Google’s Wildlife Insights platform, an initiative launched about six years ago under the Google Earth Outreach philanthropy program. Wildlife Insights enables researchers to share, identify, and analyze wildlife images online, fostering collaboration to speed up data processing. SpeciesNet was trained on over 65 million publicly available images, supplemented by data from organizations such as the Smithsonian Conservation Biology Institute, the Wildlife Conservation Society, the North Carolina Museum of Natural Sciences, and the Zoological Society of London.
In a blog post published Monday, Google stated, “The SpeciesNet AI model release will enable tool developers, academics, and biodiversity-related startups to scale monitoring of biodiversity in natural areas.” The model is now available on GitHub under an Apache 2.0 license, allowing commercial use with minimal restrictions.
While Google’s release is not the only open-source solution for automating camera trap analysis—Microsoft’s AI for Good Lab has developed PyTorch Wildlife, an AI framework for animal detection and classification—SpeciesNet marks a significant step in democratizing access to advanced AI tools for wildlife research.
By streamlining the analysis of camera trap data, SpeciesNet is poised to support conservation efforts and provide deeper insights into global biodiversity, ultimately aiding researchers in monitoring and protecting ecosystems more effectively.
In a flurry of negotiations following President Donald Trump’s inauguration, Google has significantly accelerated its acquisition of Israeli cybersecurity firm Wiz, elevating its offer from an initial $23 billion to a whopping $32 billion—one of the largest tech deals in history.
Alphabet, the parent company of Google, has agreed to acquire cybersecurity startup Wiz for at least $32 billion, according to sources cited by the Financial Times.
Google is reportedly preparing to collaborate with Taiwan’s MediaTek on the next generation of its AI chips—its Tensor Processing Units—set to be produced next year, according to a report by Information citing people involved in the project.
OpenAI is urging the Trump administration to grant AI companies an exemption that would allow them to train their models on copyrighted material—a move it argues is crucial for maintaining America's leadership in artificial intelligence.
Users on social media have uncovered a controversial use case for Google’s new Gemini 2.0 Flash model, which appears capable of removing watermarks from images—often from prominent sources such as Getty Images and other major stock media providers.
South Korea’s top court will decide on Friday whether to remove or reinstate President Yoon Suk Yeol, whose brief martial law order sparked the country’s biggest political crisis in years.
The Pentagon’s internal debate over restructuring key military commands — including potentially ending the U.S. monopoly over NATO’s top post — has raised red flags among generals and lawmakers alike, amid growing unease in Europe.
President Trump’s new tariffs hit 185 countries, with Kazakhstan facing the highest rate at 27%. Kazakhstan now seeks talks with U.S. officials to ease the impact.
The U.S. has pressured Lebanon to act against Hezbollah, urging the Lebanese Armed Forces (LAF) to enforce a ceasefire. The LAF, caught between U.S. demands and Hezbollah’s influence, risks losing vital U.S. support if it fails to act.
U.N. aid chief Tom Fletcher is set to visit Myanmar on Friday, following the country’s devastating earthquake. The U.N. is urging for urgent international assistance and unhindered aid access as the region grapples with the aftermath of the disaster.
Aid groups in Myanmar’s worst-hit areas urgently need shelter, food, and water after a devastating 7.7 magnitude earthquake killed over 2,700 people. Rescue efforts face challenges due to ongoing civil war, damaged infrastructure, and restricted aid access, with the toll expected to rise.
French far-right leader Marine Le Pen was banned from running for public office for five years after being convicted of embezzlement, ruling her out of the 2027 presidential race. She received a four-year prison sentence, with two years suspended, and a €100,000 fine. Le Pen plans to appeal.
The Armenian armed forces attempted three reconnaissance drone flights over Azerbaijan Army positions near Gerenzur, but all were successfully intercepted. Meanwhile, Armenian units repeatedly fired on Azerbaijani positions from multiple regions, escalating tensions in the area.
Apple marked its 49th anniversary by reaching a market capitalization of $3.3 trillion. Despite recent tech stock volatility, Apple's shares surged 28% in 2024.
Neuralink plans to implant its first Blindsight vision chip in a human by the end of the year, enabling vision for those born blind, according to Elon Musk. The device could eventually surpass natural vision, allowing users to see in infrared, ultraviolet, and radar ranges.
Researchers at Rice University have made a groundbreaking discovery in the field of strange metals—materials that defy conventional understanding of electricity and magnetism
Airbus UK wins a £150 million-contract to engineer landing platform that will safely deliver the first European rover on Mars. First British-built rover will explore the red planet in 2030 for signs of present and past life on Mars.
The model aims to enhance Alibaba’s presence in the generative AI sector and is available as open-source.
OpenAI has asked the US government to permit AI companies to use copyrighted material for training to maintain America's leadership in AI development, as part of a proposal aligned with President Trump's upcoming "AI Action Plan."
South Korea’s top court will decide on Friday whether to remove or reinstate President Yoon Suk Yeol, whose brief martial law order sparked the country’s biggest political crisis in years.
The Pentagon’s internal debate over restructuring key military commands — including potentially ending the U.S. monopoly over NATO’s top post — has raised red flags among generals and lawmakers alike, amid growing unease in Europe.
President Trump’s new tariffs hit 185 countries, with Kazakhstan facing the highest rate at 27%. Kazakhstan now seeks talks with U.S. officials to ease the impact.
The U.S. has pressured Lebanon to act against Hezbollah, urging the Lebanese Armed Forces (LAF) to enforce a ceasefire. The LAF, caught between U.S. demands and Hezbollah’s influence, risks losing vital U.S. support if it fails to act.
U.N. aid chief Tom Fletcher is set to visit Myanmar on Friday, following the country’s devastating earthquake. The U.N. is urging for urgent international assistance and unhindered aid access as the region grapples with the aftermath of the disaster.
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