• Suche: 3D Deep Learning with Python

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3

TorchDA: A Python package for performing data assimilation with deep learning forward and transformation functions
Cheng, Sibo ; Min, Jinyang ; Liu, Che ; et al.
In Computer Physics Communications January 2025 306

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4

Bridging Deep Learning & 3D Models from 2D Images
Balusa, Bhanu Chander ; Chatarkar, Sanjyot Prakash
Journal of The Institution of Engineers (India): Series B: Electrical, Electronics & Telecommunication and Computer Engineering. 106(5):1557-1569

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5

Real-time full-field stress reconstruction for the 3D ship compartment structure using an Img2Img-UNet with Res-Attention
Lyu, Desong ; Xia, Lijuan ; Xie, Chenxi ; et al.
In Ocean Engineering 30 December 2025 342 Part 1

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6

Cell Tracking in 3D using deep learning segmentations
Kapoor, Varun ; Carabaña, Claudia ; Génétique et Biologie du Développement ; et al.
Python in Science Conference. :154-161

Austin (virtual), United... 3D segmentation cell tracking deep learning irregular shaped cells fluorescent microscopy …
Konferenz
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7

TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning
Pérez-García, Fernando ; Sparks, Rachel ; Ourselin, Sébastien
In Computer Methods and Programs in Biomedicine September 2021 208

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8

In depth Single Molecule Localization Microscopy within 3D multicellular models using Adaptive Optics and PSF engineering
Imagerie de super-résolution par localisation de molécules uniques en profondeur dans des modèles 3D multicellulaires à l’aide d’optique adaptative et de façonnage de PSF
Bettarel, Laetitia ; Interdisciplinary Institute for Neuroscience / Institut interdisciplinaire de neurosciences [Bordeaux] (IINS) ; Université de Bordeaux (UB)-Centre National de la Recherche Scientifique (CNRS) ; et al.
Medical Imaging. Université de Bordeaux, 2025. English. ⟨NNT : 2025BORD0186⟩

Point spread function Deep learning Super-Resolution microsc... Single molecule localiza... Adaptive optics PSF …
Dissertation
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9

Application of U-Net+ + deep learning network for segmentation and processing of asphalt mixture X-ray CT images
Nian, Tengfei ; Xue, Shiwen ; Ge, Jinguo ; et al.
In Applied Soft Computing June 2025 177

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10

TorchDA: A Python package for performing data assimilation with deep learning forward and transformation functions
Cheng, Sibo ; Min, Jinyang ; Liu, Che ; et al.

Computer Science - Mathe... Computer Science - Machi...
Report
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11

Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches. (Python)
null Hrutvij Thorat ; null Ankit Sangale ; null Gokul Mahajan ; et al.
International Journal of Advanced Research in Science, Communication and Technology. :102-110

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12

Concurrent attentional reconstruction network for 3D point cloud reconstruction from single image
Velagapalli, PremaLatha ; Parveen, Nikhat
In Applied Soft Computing March 2025 172

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13

DeepImageTranslator: A free, user-friendly graphical interface for image translation using deep-learning and its applications in 3D CT image analysis
Ye, Run Zhou ; Noll, Christophe ; Richard, Gabriel ; et al.
In SLAS Technology February 2022 27(1):76-84

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14

Reconocimiento de objetos 3D con Deep Learning
Pasanau Aguado, Eduardo ; Cazorla, Miguel ; Gomez-Donoso, Francisco ; et al.
RUA. Repositorio Institucional de la Universidad de Alicante
Universidad de Alicante (UA)

IA Investigación Deep learning Nube de puntos 3D Python
Dissertation
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15

ICEPY4D: A PYTHON TOOLKIT FOR ADVANCED MULTI-EPOCH GLACIER MONITORING WITH DEEP-LEARNING PHOTOGRAMMETRY
Ioli, F. ; Barbieri, F. ; Gaspari, F. ; et al.
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol XLVIII-1-W2-2023, Pp 1037-1044 (2023)

Technology 13. Climate action Time-lapse cameras, Wide... 0211 other engineering a... Applied optics. Photonic... 02 engineering and techn... …
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16

TorchTEM3D: PyTorch-Driven forward modeling platform for fast 3D transient electromagnetic modeling and efficient sensitivity matrix calculation
Li, Ziteng ; Li, Hai ; Li, Keying ; et al.
In Computers and Geosciences February 2026 207

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17

MicrographCleaner: A python package for cryo-EM micrograph cleaning using deep learning
Sanchez-Garcia, Ruben ; Segura, Joan ; Maluenda, David ; et al.
In Journal of Structural Biology 1 June 2020 210(3)

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18

Deep Learning–Based 3D Single-Cell Imaging Analysis Pipeline Enables Quantification of Cell–Cell Interaction Dynamics in the Tumor Microenvironment
Bodong Liu ; Yanting Zhu ; Zhenye Yang ; et al.
Cancer Research. 84:517-526

Deep Learning Imaging, Three-Dimension... Tumor Microenvironment Humans Cell Communication Software …
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20

Real-time remote monitoring and defect detection in smart additive manufacturing for reduced material wastage
Bhandarkar, Vivek V. ; Das, Broteen ; Tandon, Puneet
In Measurement 1 August 2025 252

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