helper of building generative model with Tensorflow 2.x
Project description
TFGENZOO (Generative Model x Tensorflow 2.x)
What’s this repository?
This is a repository for some researcher to build some Generative models using Tensorflow 2.x.
I NEED YOUR HELP(please let me know about formula, implementation and anything you worried)
Zen of this repository
We don't want to need flexible architectures.
We need strict definitions for shapes, parameters, and formulas.
We should Implement correct codes with well-documented(tested).
How to use?
By Install
-
pipenv
pipenv install TFGENZOO==1.2.4.post7
-
pip
pip install TFGENZOO==1.2.4.post7
Source build for development
- clone this repository (If you want to do it, I will push this repository to PYPI)
- build this repository
docker-compose build
- run the environment
sh run_script.sh
- connect it via VSCode or Emacs or vi or anything.
Examples
Roadmap
- Flow-based Model Architecture (RealNVP, Glow)
- i-ResNet Model Architecture (i-ResNet, i-RevNet)
- GANs Model Architecture (GANs)
Remarkable Backlog
Whole backlog is here
News [2020/6/16]
New training results Oxford-flower102 with only 8 hours! (Quadro P6000 x 1)
data | NLL(test) | epoch | pretrained |
---|---|---|---|
Oxford-flower102 | 4.590211391448975 | 1024 | --- |
see more detail, you can see my internship’s report (Japanese only, if you need translated version, please contact me.)
Contact
MokkeMeguru (@MokkeMeguru): DM or Mention Please (in Any language).
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
TFGENZOO-1.2.4.post8.tar.gz
(27.7 kB
view hashes)
Built Distribution
Close
Hashes for TFGENZOO-1.2.4.post8-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 84a26406b8e1bd9d1e922bc2fede932792046bdc7ffec28aa5adec4be6d14e0c |
|
MD5 | ff81d0b4d58360815ff0006a065371ce |
|
BLAKE2b-256 | 6ec27ac878592281ccdf4a4e97f84740bf4017a7b615882e2bad67a700b7b1b3 |