├── LICENSE ├── README.md ├── ResNet18-SPD ├── conf │ ├── __init__.py │ └── global_settings.py ├── dataset.py ├── model_comparison.py ├── models │ └── resnet50_spd.py ├── test.py ├── tiny_imagenet_loader.py ├── train_tiny.py └── utils.py ├── ResNet50-SPD ├── conf │ ├── __init__.py │ └── global_settings.py ├── dataset.py ├── models │ ├── resnet.py │ └── resnet50_spd.py ├── test.py ├── train.py └── utils.py ├── YOLOv5-SPD ├── .gitattributes ├── .github │ ├── FUNDING.yml │ ├── ISSUE_TEMPLATE │ │ ├── bug-report.md │ │ ├── feature-request.md │ │ └── question.md │ ├── dependabot.yml │ └── workflows │ │ ├── ci-testing.yml │ │ ├── codeql-analysis.yml │ │ ├── greetings.yml │ │ ├── rebase.yml │ │ └── stale.yml ├── CONTRIBUTING.md ├── LICENSE ├── detect.py ├── experiment2.py ├── experimenting.py ├── export.py ├── hubconf.py ├── models │ ├── __init__.py │ ├── common.py │ ├── experimental.py │ ├── new_models.py │ ├── space_depth_l.yaml │ ├── space_depth_m.yaml │ ├── space_depth_n.yaml │ ├── space_depth_s.yaml │ ├── tf.py │ └── yolo.py ├── myoptims │ └── tanangulargrad.py ├── test_download.py ├── train.py ├── utils │ ├── __init__.py │ ├── activations.py │ ├── augmentations.py │ ├── autoanchor.py │ ├── aws │ │ ├── __init__.py │ │ ├── mime.sh │ │ ├── resume.py │ │ └── userdata.sh │ ├── callbacks.py │ ├── datasets.py │ ├── downloads.py │ ├── flask_rest_api │ │ ├── README.md │ │ ├── example_request.py │ │ └── restapi.py │ ├── general.py │ ├── google_app_engine │ │ ├── Dockerfile │ │ ├── additional_requirements.txt │ │ └── app.yaml │ ├── loggers │ │ ├── __init__.py │ │ └── wandb │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── log_dataset.py │ │ │ ├── sweep.py │ │ │ ├── sweep.yaml │ │ │ └── wandb_utils.py │ ├── loss.py │ ├── loss2.py │ ├── metrics.py │ ├── plots.py │ └── torch_utils.py └── val.py └── requirements.txt /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LabSAINT/SPD-Conv/HEAD/LICENSE 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