Comments (5)
this model is training when you do inference. If you want to get an idea result (maybe not such style), you need to train stylegan or stlegan2 with your dataset and replace pretrianed FFHQ model with your model.
from pulse.
Hi @xjw00654 , yeah I understand that I may need to train stylegan. But what do you mean by "training when we do inference?"
from pulse.
Hi @Gauravajariwal11. PULSE fixed the parameters of StygleGAN's generator but make the noise
and the latent code
the trainable variables. The "inference" phase is actually the "training" phase of the noise
and latent code
.
This solution is much like what stylegan2 does in projecting image to latent code
Maybe, I have some understanding mistakes : )
from pulse.
@xjw00654 okay yeah. I think I understand now what you mean. Thanks a lot.
I am just trying to train a dataset on pulse, and couldn't understand where the training code is.
from pulse.
hey buddy .
I got same problem.
the pretrained model basicly from white/euro people.
I put a Asian into realpics, output a European.
Its too weird.
the result not work on other human race.
Need a way to train our own datasets.
from pulse.
Related Issues (20)
- RuntimeError: Unknown image file format: Unable to load image in file input/.ipynb_checkpoints
- run.py -> RuntimeError: CUDA out of memory. Have nvidia gpu with enough vram. Have anaconda environment with required packages installed (except maybe dlib->its explained) HOT 1
- illegal hardware instruction In Apple Arm64 HOT 2
- Why is a negative_slope=5 for leakyReLU is introduced here?
- May I take donations for making a video series using this tool?
- CondaValueError: the target prefix is the base prefix. Aborting. HOT 1
- Conda command not found
- Recommended Linux Version?
- Any way to reduce Batch_Size in run.py? HOT 1
- What is "latent tensor" used for?
- NIQE
- Optimization procedure returns the wrong image?
- "conda create -f pulse.yml" failed with "either -n name or -p prefix option required" HOT 3
- Question: Are there any ports of this library to Java/Kotlin? HOT 4
- The speed of the pulse
- run error during test,
- [Windows] Conda - "ResolvePackageNotFound" for some modules HOT 2
- pulse
- how do I use in M1?
- algorithm doesnt perform well on child faces...this is supposed to be a 3 months old :)
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 pulse.