├── .github └── workflows │ └── python-publish.yml ├── .gitignore ├── .pre-commit-config.yaml ├── LICENSE ├── README.md ├── cral ├── __init__.py ├── augmentations │ ├── __init__.py │ └── engine.py ├── common.py ├── data_feeder │ ├── __init__.py │ ├── classification_parallel_data_feeder.py │ ├── classification_utils.py │ ├── instance_seg_data_feeder.py │ ├── object_detection_parallel_data_feeder.py │ ├── object_detection_parser.py │ ├── parallel_data_feeder.py │ ├── parse_dataset.py │ ├── semantic_seg_data_feeder.py │ └── utils.py ├── data_versioning │ ├── ObjectDetection_parse_data_v2.py │ ├── __init__.py │ ├── classification_data_parse_v2.py │ ├── cral_hash.py │ ├── cral_util.py │ ├── instanceSeg_data_parse_v2.py │ └── segmentation_data_parse_v2.py ├── metrics │ ├── __init__.py │ └── object_detection │ │ ├── __init__.py │ │ ├── mAP_eval.py │ │ └── utils.py ├── models │ ├── .gitkeep │ ├── __init__.py │ ├── classification │ │ ├── __init__.py │ │ ├── classification_utils.py │ │ ├── darknet.py │ │ ├── detnet.py │ │ └── efficientnet.py │ ├── instance_segmentation │ │ ├── MaskRCNN │ │ │ ├── __init__.py │ │ │ ├── instance_seg_utils.py │ │ │ ├── maskrcnn.py │ │ │ ├── mrcnn_utils.py │ │ │ ├── parsing_utils.py │ │ │ ├── tfrecord_parser.py │ │ │ └── utils.py │ │ ├── __init__.py │ │ └── utils.py │ ├── object_detection │ │ ├── FasterRCNN │ │ │ ├── __init__.py │ │ │ ├── fasterrcnn.py │ │ │ ├── frcnn_utils.py │ │ │ ├── obj_det_utils.py │ │ │ ├── parsing_utils.py │ │ │ ├── tfrecord_parser.py │ │ │ └── utils.py │ │ ├── SSD │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── helpers.py │ │ │ ├── keras_ssd_loss.py │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── keras_layer_AnchorBoxes.py │ │ │ │ ├── keras_layer_DecodeDetections.py │ │ │ │ ├── keras_layer_DecodeDetectionsFast.py │ │ │ │ ├── keras_layer_L2Normalization.py │ │ │ │ └── keras_ssd300.py │ │ │ ├── ssd_input_encoder.py │ │ │ ├── tfrecord_parser.py │ │ │ └── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── bounding_box_utils.py │ │ │ │ └── matching_utils.py │ │ ├── YoloV3 │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── losses.py │ │ │ ├── predict.py │ │ │ ├── tfrecord_parser.py │ │ │ └── utils.py │ │ ├── __init__.py │ │ ├── object_detection_utils.py │ │ └── retinanet │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── compute_overlap.c │ │ │ ├── compute_overlap.pyx │ │ │ ├── losses.py │ │ │ ├── postprocessing.py │ │ │ ├── predict_script.py │ │ │ ├── preprocessing.py │ │ │ ├── tfrecord_parser.py │ │ │ └── utils.py │ └── semantic_segmentation │ │ ├── FpnNet │ │ ├── .gitkeep │ │ ├── __init__.py │ │ ├── fpnNet.py │ │ ├── tfrecord_parser.py │ │ └── utils.py │ │ ├── LinkNet │ │ ├── __init__.py │ │ ├── linknet.py │ │ ├── tfrecord_parser.py │ │ └── utils.py │ │ ├── PspNet │ │ ├── __init__.py │ │ ├── pspnet.py │ │ ├── tfrecord_parser.py │ │ └── utils.py │ │ ├── SegNet │ │ ├── __init__.py │ │ ├── segnet.py │ │ ├── tfrecord_parser.py │ │ └── utils.py │ │ ├── Unet │ │ ├── __init__.py │ │ ├── tfrecord_parser.py │ │ ├── unet.py │ │ └── utils.py │ │ ├── UnetPlusPlus │ │ ├── __init__.py │ │ ├── tfrecord_parser.py │ │ ├── unetplusplus.py │ │ └── utils.py │ │ ├── __init__.py │ │ ├── deeplabv3 │ │ ├── __init__.py │ │ ├── deeplab.py │ │ ├── deeplab_xception.py │ │ ├── deeplabv3_mobilenet.py │ │ ├── tfrecord_parser.py │ │ └── utils.py │ │ └── utils.py ├── pipeline │ ├── __init__.py │ ├── core.py │ ├── instance_segmentation_pipeline.py │ ├── object_detection_pipeline.py │ └── semantic_segmentation_pipeline.py └── version.py ├── setup.cfg ├── setup.py └── test ├── algos ├── test_classification.py ├── test_classification_2.py └── test_objectdetection.py ├── test_data_versioning.py ├── test_instance_segmentation.py ├── test_object_detection.py └── test_segmentation.py /.github/workflows/python-publish.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/segmind/cral/HEAD/.github/workflows/python-publish.yml 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