vbd_cxr:使用物体检测模型检测胸部X射线异常。 在1277名参与者中排名第176（排名前14％）
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2021-04-14
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vbd_cxr:使用物体检测模型检测胸部X射线异常。 在1277名参与者中排名第176（排名前14％） （129个子文件） 
events.out.tfevents.1615520996.DESKTOP-OL108JD.7708.0 5KB transformed_train.csv 8.23MB unmerged.csv 4.84MB train_original_competition_dimension.csv 4.44MB train_df.csv 4.36MB fused_train_0_6_mAP_GT.csv 3.82MB train_df.csv 3.37MB validation_predictions_coco_api.csv 1.74MB predictions_train_10.csv 1.12MB holdout_df.csv 482KB train_df.csv 415KB holdout_df.csv 367KB submission.csv 300KB submission.csv 167KB test_original_dimension.csv 149KB transformed_train.csv 89KB holdout_df.csv 46KB .gitattributes 66B .gitignore 2KB vinbigdata-cxr-ad-yolov5-14-class-train.ipynb 10.95MB image_preprocessing.ipynb 7.67MB eda-cxr.ipynb 5.18MB vinbigdata-cxr-ad-yolov5-14-class-infer.ipynb 4.4MB REFERENCE_vinbigdata-detectron2-train.ipynb 1.64MB external_images.ipynb 1.13MB at-yolov5-inference.ipynb 517KB vinbigdata-2-class-classifier-complete-pipeline.ipynb 450KB at-yolov5.ipynb 64KB vinbigdata-detectron2-prediction.ipynb 62KB
banner.jpg 10.33MB README.md 972B index.md 525B
Data Split Hierarchy.png 18KB object_detection_trainer_faster_rcnn_101.py 23KB detectron2_utils.py 18KB utilities.py 18KB resnet152_train.py 15KB vgg19_train.py 15KB CustomDatasets.py 12KB mAP_utils.py 11KB optimal_weights.py 7KB kaggle_utils.py 7KB ensemble_classification_object_detection_models.py 6KB post_processing_utils.py 6KB detectron2_post_processor_utils.py 6KB retinanet_validation.py 6KB faster_rcnn_inference.py 6KB faster_rcnn_train.py 6KB retinanet_test.py 6KB retinanet_train.py 6KB resize_verifier.py 6KB faster_rcnn_test.py 6KB resnet152_inference.py 5KB resnet152_test.py 5KB vgg19_inference.py 5KB vgg19_test.py 5KB detectron2_evaluator.py 5KB classifier_models.py 4KB resize_verifier_test_data.py 4KB utilities_object_detection_ensembler.py 4KB validation mAP Detectron2.py 4KB resnet152_metric_viewer.py 4KB vgg19_metric_viewer.py 4KB validation mAP COCO API.py 3KB 0_unmerged.py 3KB augmentation_verifier.py 3KB binary_classifier_ensemble.py 3KB manual rescaler toy.py 3KB validation mAP ZFTurbo.py 3KB submission_creator.py 3KB object_detection_models.py 3KB nms_overlap.py 3KB Multilabel Stratified KFold.py 2KB 2_2_class_split.py 2KB 3_2_class_split_fold.py 2KB data viewer.py 2KB detectron2_configuration.py 2KB 2_object_detection_split.py 2KB 3_object_detection_split.py 2KB 1_splitter.py 2KB detectron2_repeatfactortrainingsampler.py 1KB scratch_pad.py 1KB WeightedRandomSampler.py 1KB ensembler.py 1KB CustomErrors.py 758B NormalizationPOC.py 739B detectron_config_manager.py 695B directories_environment.py 674B tensorboard mAP interval.py 610B ErrorHandling.py 349B yolov5_metric_viewer.py 0B faster_rcnn_metric_viewer.py 0B __init__.py 0B __init__.py 0B ensemble_metric_viewer.py 0B __init__.py 0B __init__.py 0B __init__.py 0B __init__.py 0B __init__.py 0B共 129 条
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