-
Notifications
You must be signed in to change notification settings - Fork 58
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
ENH: Computer Vision pipelines #560
Draft
radheyakale
wants to merge
9
commits into
master
Choose a base branch
from
rdk-mlhandler
base: master
Could not load branches
Branch not found: {{ refName }}
Loading
Could not load tags
Nothing to show
Loading
Are you sure you want to change the base?
Some commits from the old base branch may be removed from the timeline,
and old review comments may become outdated.
Draft
Commits on Jun 21, 2022
-
WIP: Training and testing of Resnet50 Keras models added
* TODO: Need a robust way to find if the MLHandler expects image data for training/testing * TODO: Separate class is required for training and testing CV models * TODO: Code has to be made generic to dynamically select Resnet50/VGG, etc. models * TODO: Model training parameters viz. epochs, batch size have to be taken from the user with defaults set * TODO: setup and get_model functions have to be made more scalable * TODO: ModelStore __init__ has to be made scalable
Configuration menu - View commit details
-
Copy full SHA for 602fb7c - Browse repository at this point
Copy the full SHA 602fb7cView commit details -
Configuration menu - View commit details
-
Copy full SHA for d97c32e - Browse repository at this point
Copy the full SHA d97c32eView commit details
Commits on Jun 24, 2022
-
WIP: Created a wrapper for Keras.
* Predict is working with default VGG16 and Resnet models. * TODO: Test and add all other models supported by Keras * TODO: Implement training functionality * TODO: Implement functionality to predict from trained models provided by user/trained in gramex
Configuration menu - View commit details
-
Copy full SHA for fe2c85e - Browse repository at this point
Copy the full SHA fe2c85eView commit details
Commits on Jun 29, 2022
-
* Training keras models would be done in ml_api in KerasApplication wrapper * _parse_multipart_form_data used for parsing images
Configuration menu - View commit details
-
Copy full SHA for fcc597a - Browse repository at this point
Copy the full SHA fcc597aView commit details -
Configuration menu - View commit details
-
Copy full SHA for c479f08 - Browse repository at this point
Copy the full SHA c479f08View commit details
Commits on Jul 6, 2022
-
Configuration menu - View commit details
-
Copy full SHA for b35a446 - Browse repository at this point
Copy the full SHA b35a446View commit details
Commits on Jul 7, 2022
-
Configuration menu - View commit details
-
Copy full SHA for 76a7f44 - Browse repository at this point
Copy the full SHA 76a7f44View commit details
Commits on Aug 1, 2022
-
* Model initialisation code moved to __init__ * Training added to POST request
Configuration menu - View commit details
-
Copy full SHA for f23b98a - Browse repository at this point
Copy the full SHA f23b98aView commit details
Commits on Aug 2, 2022
-
Configuration menu - View commit details
-
Copy full SHA for 856be6b - Browse repository at this point
Copy the full SHA 856be6bView commit details
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.