Comments (8)
The x_tfms are dynamic, so it shouldn't have anything to do with the tmp folder. If you can replicate it as a legit issue I'll certainly try to hunt it down.
from deoldify.
I've actually run into issues with Tensorboard doing weird caching of images in the browser. Have you tried moving the train_gen_images scrubber tool (the orange thing)?
from deoldify.
Yeah, of course.
I thought it would be some display errors, but in fact, it is not -- The train_gen_images trained so well that it must be some weird changes in input images.
Also refresh the webpage didn't get any better.
And maybe there is something wrong when the tmp images are first generated. After the first time it would be normal black and white images. I don't know where the bug is.
This is the second time I trained:
from deoldify.
That looks like it's working then.... in that second image you posted here.
from deoldify.
Yeah, I found that the tmp image files should be generated first and then go to the training process. Otherwise, the input would become colorful.
Don't know what the problem is.
from deoldify.
Going to close this for now.
from deoldify.
@xyy-Iv How many training images you've taken, I'm taking ~3k images of anime, is it enough?
@jantic Please suggest!
from deoldify.
@ChakriMuthyala It turns out that very soon there will be an update to DeOldify that should help you out quite a bit. The short of it is that you will be able to take the network having been pertained on Imagenet for colorization (which has over a million images), and then fine tune it with the anime images. I haven't tried this specifically yet but I'm almost certain it should work great. The fine tuning would first consist of pertaining with non-gan training generator only, then pertaining the critic to do binary classification on generated vs real images. Finally you do the (no)GAN training to top it off, which will be described in detail in the readme.
from deoldify.
Related Issues (20)
- How to adjust bach during inference? HOT 2
- The weight link (https://www.dropbox.com/s/7r2wu0af6okv280/colorize_gen_192.h5) in dana-kelley repository is broken, would you please share again? HOT 3
- How to output result without show image HOT 1
- TypeError: 'NoneType' object is not subscriptable HOT 2
- unable to run HOT 1
- Any known update for MyHeritage edition? HOT 1
- Get error when Create black and white training images HOT 1
- RuntimeError: Given input size: (512x1x1). Calculated output size: (512x0x0). Output size is too small HOT 2
- Unpickling Error HOT 2
- The content of flickr cannot be accessed. Please check the reason. HOT 1
- VapourSynth version of DeOldify HOT 2
- Error in GAN training
- Can't find libtiff HOT 2
- Conditionning HOT 1
- Enable 16bit tensor inference HOT 1
- https://www.dropbox.com/s/zkehq1uwahhbc2o/ColorizeArtistic_gen.pth?dl=0's accident HOT 2
- DID NOT RECIVED THE PROJECT AFTER FINESHED
- Uneven color distribution in stable and artistic model outputs HOT 1
- not working HOT 1
- Upadate it HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from deoldify.