CellViT-Models

Institute for Articial Intelligence in Medicine

doi:10.5281/zenodo.15024474

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Published March 5, 2025 | Version v6

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CellViT-Models

Institute for Articial Intelligence in Medicine

CellViT-Models: https://doi.org/10.1016/j.media.2024.103143

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classifier.zip

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Name	Size
CellViT-256-x40-AMP.pth md5:c0a794a5777320ff3a5a0e3be2e74a7c	187.2 MB	Download
CellViT-SAM-H-x40-AMP.pth md5:cdbd74fdba46f9552183d142683b8258	2.8 GB	Download
classifier.zip md5:29af32973d4e2255fc65fe5e4fd00b35	14.7 MB	Preview Download

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Is published in: Publication: 10.1016/j.media.2024.103143 (DOI)

Other: 2025-02

Programming language: Python

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License: Apache 2.0 with Adaptions and Common Clause, see Description

LICENSE This repository contains three components with distinct licensing terms: ----------------------------------------------------------------------- 1. SAM-Derivative Components Includes: Retrained model weights and code derived from Meta’s Segment Anything Model (SAM). License: Apache License 2.0 (full text in Appendix A). Restrictions: None beyond Apache 2.0. ----------------------------------------------------------------------- 2. HIPT-Derivative Components Includes: Retrained model weights and code derived from Mahmood Lab’s HIPT-16/256 models. License: Apache License 2.0, modified by the Commons Clause below: Commons Clause Restriction (HIPT) You may not sell, rent, or commercially exploit the HIPT-Derivative Components without explicit written permission from Mahmood Lab. This restriction applies in addition to Apache 2.0 terms. Software: HIPT Licensor: Mahmood Lab ----------------------------------------------------------------------- 3. Original Code Includes: Code authored by Fabian Hörst and Jens Kleesiek (e.g., segmentation head, training scripts). Inlcuding training, inference and postprocessing code (all code not falling in (1) or (2)) License: Apache License 2.0, modified by the Commons Clause and attribution terms below: Commons Clause Restriction (Original Code) You may not sell, rent, or commercially exploit the Original Code without explicit written permission from Fabian Hörst and Jens Kleesiek. Required Attribution: If any part of this work is used, you must cite: If any parts of this work is used, a citation of the following work is necessary: Hörst, F., Rempe, M., Heine, L., Seibold, C., Keyl, J., Baldini, G., Ugurel, S., Siveke, J., Grünwald, B., Egger, J., & Kleesiek, J. (2023). CellViT: Vision Transformers for precise cell segmentation and classification. https://doi.org/10.48550/ARXIV.2306.15350 ======================================================================= APPENDIX A: Apache License 2.0 Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 1. Definitions. "License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document. "Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License. "Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. 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See the License for the specific language governing permissions and limitations under the License. ======================================================================= APPENDIX B: Apache License 2.0 with Commons Clause “Commons Clause” License Condition v1.0 The Software is provided to you by the Licensor under the License, as defined below, subject to the following condition. Without limiting other conditions in the License, the grant of rights under the License will not include, and the License does not grant to you, the right to Sell the Software. For purposes of the foregoing, “Sell” means practicing any or all of the rights granted to you under the License to provide to third parties, for a fee or other consideration (including without limitation fees for hosting or consulting/ support services related to the Software), a product or service whose value derives, entirely or substantially, from the functionality of the Software. 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Source: https://github.com/mahmoodlab/HIPT - Original Code: Copyright © 2024 Fabian Hörst, Jens Kleesiek. ======================================================================= COMPLIANCE SUMMARY Component | License | Key Restrictions ------------------------|-----------------------------|------------------------------------------- SAM-Derivative | Apache 2.0 | None HIPT-Derivative | Apache 2.0 + Commons Clause | No commercial sale without permission Original Code | Apache 2.0 + Commons Clause | No commercial sale; mandatory citation ======================================================================= By using this software, you agree to comply with all applicable terms. Read more

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Created: March 14, 2025
Modified: March 26, 2025

classifier.zip

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CellViT-Models

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