Index _ | A | B | C | D | E | F | G | H | I | J | L | M | N | O | P | Q | R | S | T | U | V | Y _ __getitem__() (objdet.data.formats.coco.COCODataset method) __len__() (objdet.data.formats.coco.COCODataset method) _registry (in module objdet.models.registry) A ABTestingAPI (class in objdet.serving.api) add_job() (objdet.pipelines.job.JobDAG method) annotations (objdet.data.formats.coco.COCODataset attribute) B BaseDataModule (class in objdet.data.base) BaseLightningDetector (class in objdet.models.base) batch_size (objdet.data.base.BaseDataModule attribute) C cancel_job() (in module objdet.pipelines.sdk) CANCELLED (objdet.pipelines.job.JobStatus attribute) categories (objdet.data.formats.coco.COCODataset attribute) class_index_mode (objdet.data.base.BaseDataModule attribute) (objdet.models.base.BaseLightningDetector attribute) class_names (objdet.data.base.BaseDataModule attribute) (objdet.data.formats.coco.COCODataset attribute) ClasswiseAP (class in objdet.training.metrics.classwise_ap) COCODataModule (class in objdet.data.formats.coco) COCODataset (class in objdet.data.formats.coco) COMPLETED (objdet.pipelines.job.JobStatus attribute) compute() (objdet.training.metrics.classwise_ap.ClasswiseAP method) (objdet.training.metrics.confusion_matrix.ConfusionMatrix method) configure_optimizers() (objdet.models.base.BaseLightningDetector method) ConfusionMatrix (class in objdet.training.metrics.confusion_matrix) ConfusionMatrixCallback (class in objdet.training.callbacks.confusion_matrix) convert() (objdet.data.preprocessing.litdata_converter.LitDataConverter method) convert_to_litdata() (in module objdet.data.preprocessing.litdata_converter) D data_dir (objdet.data.base.BaseDataModule attribute) dataset_format (objdet.data.base.BaseDataModule attribute) decode_request() (objdet.serving.api.ABTestingAPI method) (objdet.serving.api.DetectionAPI method) detection_collate_fn() (in module objdet.data.base) DetectionAPI (class in objdet.serving.api) DetectionVisualizationCallback (class in objdet.training.callbacks.visualization) E encode_response() (objdet.serving.api.ABTestingAPI method) (objdet.serving.api.DetectionAPI method) EVALUATE (objdet.pipelines.job.JobType attribute) EXPORT (objdet.pipelines.job.JobType attribute) export_model() (in module objdet.pipelines.tasks) F FAILED (objdet.pipelines.job.JobStatus attribute) FasterRCNN (class in objdet.models.torchvision.faster_rcnn) forward() (objdet.models.base.BaseLightningDetector method) (objdet.models.torchvision.faster_rcnn.FasterRCNN method) (objdet.models.torchvision.retinanet.RetinaNet method) from_checkpoint() (objdet.inference.predictor.Predictor class method) full_state_update (objdet.training.metrics.classwise_ap.ClasswiseAP attribute) (objdet.training.metrics.confusion_matrix.ConfusionMatrix attribute) G get_class_name() (objdet.data.base.BaseDataModule method) get_dataset_info() (objdet.data.base.BaseDataModule method) get_execution_order() (objdet.pipelines.job.JobDAG method) get_job_status() (in module objdet.pipelines.sdk) get_model_info() (objdet.models.base.BaseLightningDetector method) (objdet.models.torchvision.faster_rcnn.FasterRCNN method) (objdet.models.torchvision.retinanet.RetinaNet method) get_ready_jobs() (objdet.pipelines.job.JobDAG method) GradientMonitorCallback (class in objdet.training.callbacks.gradient_monitor) H higher_is_better (objdet.training.metrics.classwise_ap.ClasswiseAP attribute) (objdet.training.metrics.confusion_matrix.ConfusionMatrix attribute) hparams (objdet.models.base.BaseLightningDetector attribute) I images (objdet.data.formats.coco.COCODataset attribute) is_differentiable (objdet.training.metrics.classwise_ap.ClasswiseAP attribute) (objdet.training.metrics.confusion_matrix.ConfusionMatrix attribute) J JobDAG (class in objdet.pipelines.job) jobs (objdet.pipelines.job.JobDAG attribute) JobStatus (class in objdet.pipelines.job) JobType (class in objdet.pipelines.job) L LearningRateMonitorCallback (class in objdet.training.callbacks.lr_monitor) list_jobs() (in module objdet.pipelines.sdk) LitDataConverter (class in objdet.data.preprocessing.litdata_converter) LitDataDataModule (class in objdet.data.formats.litdata) M matrix (objdet.training.metrics.confusion_matrix.ConfusionMatrix attribute) model (objdet.models.torchvision.faster_rcnn.FasterRCNN attribute) MODEL_REGISTRY (in module objdet.models.registry) MODEL_VARIANTS (objdet.models.yolo.yolov11.YOLOv11 attribute) (objdet.models.yolo.yolov8.YOLOv8 attribute) N name (in module objdet.models.registry) num_classes (objdet.data.base.BaseDataModule property) (objdet.models.base.BaseLightningDetector attribute) num_model_classes (objdet.models.base.BaseLightningDetector property) num_workers (objdet.data.base.BaseDataModule attribute) O on_before_optimizer_step() (objdet.training.callbacks.gradient_monitor.GradientMonitorCallback method) on_test_epoch_end() (objdet.models.base.BaseLightningDetector method) on_train_batch_start() (objdet.training.callbacks.lr_monitor.LearningRateMonitorCallback method) on_validation_batch_end() (objdet.training.callbacks.confusion_matrix.ConfusionMatrixCallback method) (objdet.training.callbacks.visualization.DetectionVisualizationCallback method) on_validation_epoch_end() (objdet.models.base.BaseLightningDetector method) (objdet.training.callbacks.confusion_matrix.ConfusionMatrixCallback method) (objdet.training.callbacks.visualization.DetectionVisualizationCallback method) on_validation_epoch_start() (objdet.training.callbacks.confusion_matrix.ConfusionMatrixCallback method) P PENDING (objdet.pipelines.job.JobStatus attribute) predict() (objdet.inference.predictor.Predictor method) (objdet.inference.sahi_wrapper.SlicedInference method) (objdet.serving.api.ABTestingAPI method) (objdet.serving.api.DetectionAPI method) predict_batch() (objdet.inference.predictor.Predictor method) predict_dataloader() (objdet.data.base.BaseDataModule method) predict_directory() (objdet.inference.predictor.Predictor method) predict_step() (objdet.models.base.BaseLightningDetector method) Predictor (class in objdet.inference.predictor) PREPROCESS (objdet.pipelines.job.JobType attribute) preprocess_data() (in module objdet.pipelines.tasks) Q QUEUED (objdet.pipelines.job.JobStatus attribute) R reset() (objdet.training.metrics.classwise_ap.ClasswiseAP method) RetinaNet (class in objdet.models.torchvision.retinanet) RETRYING (objdet.pipelines.job.JobStatus attribute) run_server() (in module objdet.serving.server) RUNNING (objdet.pipelines.job.JobStatus attribute) S setup() (objdet.data.base.BaseDataModule method) (objdet.data.formats.coco.COCODataModule method) (objdet.data.formats.litdata.LitDataDataModule method) (objdet.data.formats.voc.VOCDataModule method) (objdet.data.formats.yolo.YOLODataModule method) (objdet.serving.api.ABTestingAPI method) (objdet.serving.api.DetectionAPI method) SlicedInference (class in objdet.inference.sahi_wrapper) submit_job() (in module objdet.pipelines.sdk) T test_dataloader() (objdet.data.base.BaseDataModule method) (objdet.data.formats.litdata.LitDataDataModule method) test_step() (objdet.models.base.BaseLightningDetector method) TRAIN (objdet.pipelines.job.JobType attribute) train_dataloader() (objdet.data.base.BaseDataModule method) (objdet.data.formats.litdata.LitDataDataModule method) train_model() (in module objdet.pipelines.tasks) training_step() (objdet.models.base.BaseLightningDetector method) U update() (objdet.training.metrics.classwise_ap.ClasswiseAP method) (objdet.training.metrics.confusion_matrix.ConfusionMatrix method) V val_dataloader() (objdet.data.base.BaseDataModule method) (objdet.data.formats.litdata.LitDataDataModule method) validation_step() (objdet.models.base.BaseLightningDetector method) VOCDataModule (class in objdet.data.formats.voc) Y YOLODataModule (class in objdet.data.formats.yolo) YOLOv11 (class in objdet.models.yolo.yolov11) YOLOv8 (class in objdet.models.yolo.yolov8)