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Alternatives to RELION

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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Sabaki
SabakiSabaki is a free, open-source, cross-platform Go/Baduk/Weiqi board and SGF editor with AI engine support, game tree navigation, and intelligent scoring.
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Text Generation WebUI
Text Generation WebUIRun large language models locally with Text Generation WebUI — supports text, vision, tool-calling, and fine-tuning. 100% offline, open source, and private.
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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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Wild.ID
Wild.IDWild.ID is a free, open-source desktop app for managing, annotating, and exporting large volumes of digital camera trap data. Works offline on Windows, macOS, and Linux.
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MarginPolish
MarginPolishMarginPolish is an open-source graph-based assembly polisher for Oxford Nanopore sequencing data. It improves assembly accuracy by finding multiple alignment paths across run-length-encoded reads.
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FreeMoCap
FreeMoCapFreeMoCap is a free, open-source markerless motion capture tool that uses standard cameras and AI-powered computer vision to capture research-grade 3D human movement data locally on your machine.
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OpenSoundscape
OpenSoundscapeOpenSoundscape is a free, open-source Python library for bioacoustic data analysis, featuring CNN training, spectrogram tools, automated sound detection, and acoustic localization.
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SpeciesNet
SpeciesNetSpeciesNet is Google's open-source ensemble AI model for automatically classifying wildlife species in motion-triggered camera trap images.
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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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