Discover and read the best of Twitter Threads about #zerocostdl4mic

Most recents (2)

1/21
We’re proud to present a new Deep Learning approach for Content-Aware Frame Interpolation (CAFI). Ever wanted to increase the frame rate of your images using Deep Learning? CAFI might be the right tool for you.
It’s CAFI time!
github.com/mpriessner/CAFI
biorxiv.org/content/10.110…
2/21
Delighted to share this work, a collaboration with @dgaboriau, @SheridanArlo, Tchern Lenn & Jonathan Chubb (not on Twitter), @manorlaboratory, @Vilar_lab and @LaineBioImaging
biorxiv.org/content/10.110…
3/21
CAFI provides Deep Learning-based temporal super-resolution for fast bioimaging. It increases the frame rate of any microscope modality by interpolating an image in between two consecutive images via “intelligent” interpolation, providing 2x increase in temporal resolution. Image
Read 21 tweets
We are pleased to announce that our #ZeroCostDL4Mic work is now published!
nature.com/articles/s4146…
And our @github
github.com/HenriquesLab/Z…
#DeepLearning and #Microscopy for all!
For the occasion, I’ve put a small Tweetorial together to explain what this is all about!
Thread 0/7 Image
Thread 1/7

You can implement Deep Learning for microscopy in several ways:
1- Using local resources (fast GPUs)
2- Using cloud-computing
3- Using pre-trained models

We think that (1) is uncommon, and that (3) can be unreliable. So we do (2)! Image
Thread 2/7

We built a platform using @GoogleColab and @ProjectJupyter notebooks that can perform training, quality control and prediction, all on the cloud and for free!

All of this dedicated to #microscopy ! Image
Read 12 tweets

Related hashtags

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3.00/month or $30.00/year) and get exclusive features!

Become Premium

Too expensive? Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal Become our Patreon

Thank you for your support!