Comments (6)
I am not sure what is causing the problem. Did you check the pre-processing and post processing steps match that in the code?
from flavr.
I am not sure what is causing the problem. Did you check the pre-processing and post processing steps match that in the code?
I don't think the infer code has problems since the result of your model seems really good. And I checked the training datasets, the data has no problem. It seems really wired. The training PSNR even pass 38.
from flavr.
It typically happens when the mean and std used for preprocessing do not match that of evaluation. Urge you to check if the dataloader pipelines are consistent.
from flavr.
It typically happens when the mean and std used for preprocessing do not match that of evaluation. Urge you to check if the dataloader pipelines are consistent.
I checked my pipelines and checked the images in every dataloader, it seems good. And I tried the Vimeo90k using your code,it turned out the PSNR was around just 15. Then I output the images of the dataloader, I found that the images of the same video were flipped by different angles or randomly cropped which means that the previous frame was not consistent with next frame. I don't know if it's right?
FLAVR/dataset/vimeo90k_septuplet.py
Line 32 in d07e162
from flavr.
I did fix the random seed before applying the transformation. It is somehow not working in your case. What versions of pytorch, torchvision and PIL are you using?
from flavr.
I did fix the random seed before applying the transformation. It is somehow not working in your case. What versions of pytorch, torchvision and PIL are you using?
I am so sorry I did't notice the requirements. Thanks so much!
from flavr.
Related Issues (20)
- Attention weight score HOT 4
- config.py not affecting interpolate.py behaviour HOT 1
- motion magnification
- silent failure HOT 1
- About test data of Adobe HOT 3
- Can i replace 3D convolution with 2D convolution ? What will be the impact HOT 2
- A Colab notebook is available. HOT 6
- Where is Gating Module in this code? HOT 1
- Training issue HOT 4
- Training issue HOT 3
- training issue about PSNR HOT 4
- DAVIS training or testing set for single frame interpolation
- How to cascade different speed models? HOT 1
- Unable to write out results HOT 2
- Work with custom videos HOT 1
- Question about Training Time HOT 1
- custom video,output video size changed HOT 1
- First and last frame ignored. HOT 1
- 4 frames input to AdaCof HOT 1
- KeyError: 'video_fps' 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 flavr.