Skip to content
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

Model fix #36

Merged
merged 9 commits into from
Mar 13, 2019
Merged

Model fix #36

merged 9 commits into from
Mar 13, 2019

Conversation

pshivraj
Copy link
Collaborator

This PR add further improvements to the training pipeline:

Model - Added two new methods to train just specific masks.

mrcnn_mask: Just mask layers
mask_heads: Mask layers or rpn/fpn

Utils - Added weighted average to AP calculation with updated mAP calculation range for IoU being 0.5-0.8

Train - Updated the mask load function to avoid difference in number of masks and class id's, additionally current deep augmentations being used.

pre_process - Updated the mask load function to avoid difference in number of masks and class id's

Inference_notebook - This notebook contains the visualization to analyze results. #35

Finally this PR also adds the Test data set to the repo.

@pshivraj pshivraj self-assigned this Mar 11, 2019
@pshivraj pshivraj added the enhancement New feature or request label Mar 11, 2019
@havanagrawal
Copy link
Owner

Let us know when this is ready to review/merge 😄

@pshivraj
Copy link
Collaborator Author

pshivraj commented Mar 13, 2019

Let us know when this is ready to review/merge 😄

I am done with the current PR, you can review/merge it.

@pshivraj pshivraj merged commit 561e4b4 into master Mar 13, 2019
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request
Projects
None yet
Development

Successfully merging this pull request may close these issues.

2 participants