Published March 5, 2026
| Version v1
Model
Open
The model weights of "Unsupervised deep learning enables blur-free resolution-enhancement in two-photon microscopy"
Authors/Creators
Description
This repository contains the pre-trained and fine-tuned model weights (.pt files) for TENET, an unsupervised deep learning framework for simultaneous deblurring, super-resolution, and semantic segmentation of two-photon microscopy volumes. For usage instructions, training details, and the full codebase, see the GitHub repository: https://github.com/HaLU-9000/TENET
Files
Files
(20.6 GB)
| Name | Size | Download all |
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md5:4dd0f11d37981c32baca80e97dc0950b
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76.5 MB | Download |
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md5:ddcd270b3a8e9d9498a0a87e2478f1ba
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229.2 MB | Download |
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md5:a1e92341f765a97d6691e78d2d934488
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229.2 MB | Download |
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md5:119fee0197911ad2dcc7bd26d4a07a8b
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229.2 MB | Download |
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md5:64e870536e61228f3da32a02282bd61d
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229.2 MB | Download |
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md5:c279986d3599e2c8d4b492e05a03e107
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229.2 MB | Download |
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md5:b484fbbf0edc9c982aaacb7438f2ef42
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76.5 MB | Download |
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md5:69613ca1f7808530c1d5719a1d315b54
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229.2 MB | Download |
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md5:77835603e75923a796f1e7438b8fda4a
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229.2 MB | Download |
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md5:31d465ac349ff286fbf06bc70dde08a0
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229.2 MB | Download |
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md5:cd3538377af67dd6226f2aae3f52dfb8
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229.2 MB | Download |
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md5:8007b8b421ca3ac68d597873ef913212
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229.2 MB | Download |
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md5:a9eba21551047927ed80de513c438e88
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229.2 MB | Download |
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md5:59df3b8d14eb22d10e58eef8c8ccc339
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229.2 MB | Download |
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md5:7db861d4173773003b379ccbee208d48
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229.2 MB | Download |
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md5:329ccf2d06e46f1a4ff8a8c37c4ebbd0
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229.2 MB | Download |
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md5:f186724b9799b34605f9ccee758b4a7f
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229.2 MB | Download |
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md5:9d5e8355d2c9640c613b888aac195ddb
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229.2 MB | Download |
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md5:31e2a2a8cf6d566323d428cd391efd62
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16.8 GB | Download |
Additional details
Related works
- Continues
- Dataset: 10.5281/zenodo.15545448 (DOI)
- Is cited by
- Preprint: 10.1101/2024.04.30.591870 (DOI)
Dates
- Submitted
-
2026-03-05
Software
- Repository URL
- https://github.com/HaLU-9000/TENET
- Development Status
- Active