embryo

Description

ELEPHANT is a platform for 3D cell tracking, based on incremental and interactive deep learning.
It implements a client-server architecture. The server is built as a web application that serves deep learning-based algorithms. The client application is implemented by extending Mastodon, providing a user interface for annotation, proofreading and visualization.

from https://elephant-track.github.io/#/v0.5/?id=_5-proofreading
Description

ASTEC stands for Adaptive Segmentation and Tracking of Embryonic Cells. It proposes a full workflow for time lapse light sheet imaging analysis, including drift/motion compensation before the segmentation itself, and the capacity to correct for it.  It was used to process 3D+t movies acquired by the MuViSPIM light-sheet microscope in particular.

Astec embryon
Description

BioImage.IO -- a collaborative effort to bring AI models to the bioimaging community. 

  • Integrated with Fiji, ilastik, ImJoy and more
  • Try model instantly with BioEngine
  • Contribute your models via Github

This is a database of pretrained deep Learning models. 

need a thumbnail

Medaka embryo in 96 well plate - Widefield Brightfield

Submitted by LThomas on Mon, 04/29/2019 - 12:18

102 hpf medaka embryos in 96 well plate (4 embryo/well) - brightfield - 2X magnification - ACQUIFER Imaging Machine

Gierten, Jakob, et al. "Automated high-throughput heart rate measurement in medaka and zebrafish embryos under physiological conditions." bioRxiv (2019): 548594.

Used as benchmark dataset for Multi-Template-Matching by Thomas and Gehrig 

See implementation in Fiji https://github.com/LauLauThom/MultipleTemplateMatching