ศ˜tefan Istrate

ศ˜tefan Istrate

@stefanistrate.bsky.social

๐ŸŒ Researcher in AI and biodiversity. ๐Ÿ“ท Nature photographer and filmmaker. ๐Ÿพ Building AI tools for wildlife conservation at Wildlife Insights. www.stefanistrate.com

115 Followers 399 Following 1 Posts Joined Sep 2023
1 year ago
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GitHub - google/cameratrapai: AI models trained by Google to classify species in images from motion-triggered widlife cameras. AI models trained by Google to classify species in images from motion-triggered widlife cameras. - google/cameratrapai

I am incredibly excited to see our SpeciesNet model released!! This represents years of work by the @wildlifeinsights.bsky.social AI team (and completely impossible without the amazing ศ˜tefan Istrate's AI development and implementation).

Github: github.com/google/camer...
Blog: bit.ly/4i5cKBs

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1 year ago

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1 year ago
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To crop or not to crop: Comparing wholeโ€image and cropped classification on a large dataset of camera trap images In this work, the authors assess the hypothesis that classifying animals cropped from camera trap images using a species-agnostic detector yields better accuracy than classifying whole images. We fin....

New paper! We've just published a manuscript covering technical details of the AI models behind Wildlife Insights, with systematic analysis at scale of cropping vs not cropping in #CameraTrap image classifiers ๐ŸซŽ๐ŸฆŒ๐Ÿฆ’๐Ÿฆ˜๐Ÿชฟ๐Ÿซ๐Ÿ˜๐Ÿซ๐Ÿฆฌ๐Ÿฆ›๐Ÿฟ๏ธ

ietresearch.onlinelibrary.wiley.com/doi/10.1049/...

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