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MLOps for Scarce Image Data: A Use Case in Microscopic Image Analysis

MLOps for Scarce Image Data: A Use Case in Microscopic Image Analysis

27 September 2023
Angelo Jovin Yamachui Sitcheu
Nils Friederich
Simon Baeuerle
Oliver Neumann
Markus Reischl
Ralf Mikut
ArXivPDFHTML

Papers citing "MLOps for Scarce Image Data: A Use Case in Microscopic Image Analysis"

3 / 3 papers shown
Title
AI-based automated active learning for discovery of hidden dynamic
  processes: A use case in light microscopy
AI-based automated active learning for discovery of hidden dynamic processes: A use case in light microscopy
Nils Friederich
Angelo Jovin Yamachui Sitcheu
Oliver Neumann
Süheyla Eroglu-Kayikçi
Roshan Prizak
Lennart Hilbert
Ralf Mikut
26
2
0
05 Oct 2023
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D
  biomedical image classification
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification
Jiancheng Yang
Rui Shi
D. Wei
Zequan Liu
Lin Zhao
B. Ke
Hanspeter Pfister
Bingbing Ni
VLM
197
655
0
27 Oct 2021
AutoML to Date and Beyond: Challenges and Opportunities
AutoML to Date and Beyond: Challenges and Opportunities
Shubhra (Santu) Karmaker
Md. Mahadi Hassan
Micah J. Smith
Lei Xu
Chengxiang Zhai
K. Veeramachaneni
76
226
0
21 Oct 2020
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