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Alternatives to ModelAngelo

FungID
FungIDFungID is a free, open-source app that uses deep learning to identify mushrooms and fungi. Features 3.5M+ training images, local heatmaps, edibility guides, and offline support.
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Topaz
TopazTopaz is an open-source deep learning pipeline for automated particle picking and denoising in cryo-electron microscopy images using CNNs trained on positive-unlabeled examples.
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RELION
RELIONRELION is a free, GPLv2-licensed software package using empirical Bayesian methods for electron cryo-microscopy structure determination, supporting single particle analysis and subtomogram averaging.
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RDKit
RDKitRDKit is a free, open-source cheminformatics toolkit with Python and C++ APIs for molecular processing, fingerprinting, QSAR modeling, and drug discovery workflows.
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RoseTTAFoldNA
RoseTTAFoldNARoseTTAFold2NA is an open-source deep learning model for predicting 3D structures of protein-DNA and protein-RNA complexes, developed by UW IPD.
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NanoCaller
NanoCallerNanoCaller is an open-source deep convolutional neural network tool for SNP and indel variant calling from long-read sequencing data, using haplotype-aware pileup analysis.
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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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Khoj AI
Khoj AIKhoj is an open-source AI platform to build agents, automate tasks, and research across your documents and the web. Includes Pipali desktop co-worker and Open Paper research workbench.
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