- Notifications
You must be signed in to change notification settings - Fork7
lacmus-foundation/ladd-and-weights
Folders and files
| Name | Name | Last commit message | Last commit date | |
|---|---|---|---|---|
Repository files navigation
Metadata of Lacmus dataset and trained model weitghts tracked with dvc.
Repository in intended to sustain reproducability and versioning of the dataset and model weights.
conda create -n lacmus-dvc python==3.9 pipconda activate lacmus-dvcgit clone https://github.com/lacmus-foundation/dvc.gitcd dvcpip install .- In order to get access to cloud storage, contact lacmus team as described on wiki and get your
credentialsfile. - Put credentials to
~/.aws/ - Configure dvc and get data:
git clone https://github.com/lacmus-foundation/ladd-and-weights.gitcd ladd-and-weightsdvc remote modify --local digital_ocean credentialpath ~/.aws/credentialsdvc pull- to gather LADD from relevant parts run
python merge.pyto merge with heridal dataset and convert to yolov5 format for training refer tohttps://github.com/lacmus-foundation/lacmus-research/blob/master/extra/EDA/LADDvsIPSAR_merge_and_prepare.ipynb
In case you'll add new imagesSet, please also update dvc.yaml and gather_LADD.sh
\- dataset-- pretrain--- sdd-lacmus-version - Prepared Standford Dron Dataset--- VisDrone2019-DET VisDone Dataset-- LADD---... folders part of dataset, gathered as project evolves --- -- unmarked---... folders of file sets, submitted by users, but not yet included into main dataset----- 3rd_party--- heridal - http://ipsar.fesb.unist.hr/HERIDAL%20database.html (*) - weights -- yolo5 - wieghts for yolo v5 (https://github.com/ultralytics/yolov5) currently in production -- keras-retinanet - weights for keras retina-net model (https://github.com/lacmus-foundation/lacmus/tree/master/keras_retinanet) - previous version of network-- torch--- pretrain--- experimental(*) Dunja Božić-Štulić, Željko Marušić, Sven Gotovac: Deep Learning Approach on Aerial Imagery in Supporting Land Search and Rescue Missions, International Journal of Computer Vision, 2019.
About
Metadata of Lacmus dataset and trained model weitghts tracked with dvc
Resources
Uh oh!
There was an error while loading.Please reload this page.
Stars
Watchers
Forks
Releases
No releases published
Packages0
No packages published
Contributors2
Uh oh!
There was an error while loading.Please reload this page.