-
Notifications
You must be signed in to change notification settings - Fork 15
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
feat(metric): 🌟 add NIMA #49
Merged
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
DENSENET architecture gets a better result according to this repo. Also, we tested NIMA's different architectures on the website aesthetic dataset provided by labinthewild and came to the same conclusion. The current model downloaded from here. |
kargaranamir
commented
Jun 27, 2022
kargaranamir
commented
Jun 27, 2022
- Add details on the transform (square crop) - Add source of model
…o match the output of the new Pillow package
Minor tasks:
|
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
First I tried this code, but I couldn't find any pre-trained models for it. According to the code it uses one of the ResNet models. However, most of the codes on the Internet use the previous version of this repo, and the maintainers of this project assure that the previous version is still valid and working. The code that I use is based on MobileNetv2, and the pre-trained model URL can be found here.
It seems the deployed model on the Heroku app is different from the pre-trained one (issue8, issue28)