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Alternatives to SmartKC

O
Open Avalanche ProjectAn open-source machine learning project using historical snow and weather data to generate high-resolution, global avalanche danger forecasts and reduce avalanche deaths.
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SignGPT
SignGPTSignGPT is a UKRI EPSRC research project building the first generative predictive transformer for unconstrained, bidirectional BSL-English translation using computer vision and machine learning.
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NINA – Nighttime Imaging 'N' Astronomy
NINA – Nighttime Imaging 'N' AstronomyNINA (Nighttime Imaging 'N' Astronomy) is a free, open-source astrophotography suite offering automated equipment control, sequencing, plate-solving, and deep-sky object planning for Windows.
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SLEAP
SLEAPSLEAP is a free, open-source deep learning platform for multi-animal pose estimation and behavioral video tracking. Fast GPU inference, intuitive GUI, and PyTorch-based training pipelines.
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ModelAngelo
ModelAngeloModelAngelo is an open-source AI tool for automatic atomic model building from cryo-EM density maps, powered by deep learning and protein language models. Free and GPU-accelerated.
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Mbaza AI
Mbaza AIMbaza AI is a free, open-source AI tool for rapid biodiversity monitoring. Classify camera trap images with up to 96% accuracy — works fully offline, no internet required.
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Fishial.AI
Fishial.AIFishial.AI uses open-source artificial intelligence and computer vision to identify fish species worldwide. Free mobile app, developer API, and the world's largest labeled fish image dataset.
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BEEP
BEEPBEEP is a free, open-source platform helping beekeepers digitally log hive inspections and monitor colony health via automated sensors. Built for hobbyists, professionals, and researchers.
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Voxel51
Voxel51Voxel51's FiftyOne helps ML engineers curate, annotate, and evaluate visual datasets to maximize AI model performance. Open source with enterprise-grade security.
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C2PA
C2PAC2PA is a free, open standard for cryptographically verifiable media provenance. Embed tamper-evident Content Credentials in images, video, and audio to di
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