tfm.core.exp_factory.get_exp_config

Looks up the ExperimentConfig according to the exp_name.

tfm.core.exp_factory.get_exp_config(
    exp_name: str
) -> tfm.core.base_trainer.ExperimentConfig

Allowed values for exp_name:

`exp_name`	Description
`cascadercnn_spinenet_coco`	COCO object detection with Cascade RCNN-RS with SpineNet backbone.
`deit_imagenet_pretrain`	Image classification on imagenet with vision transformer.
`fasterrcnn_resnetfpn_coco`	COCO object detection with Faster R-CNN.
`image_classification`	Image classification general.
`maskrcnn_mobilenet_coco`	COCO object detection with Mask R-CNN with MobileNet backbone.
`maskrcnn_resnetfpn_coco`	COCO object detection with Mask R-CNN.
`maskrcnn_spinenet_coco`	COCO object detection with Mask R-CNN with SpineNet backbone.
`mnv2_deeplabv3_cityscapes`	Image segmentation on cityscapes with mobilenetv2 deeplabv3.
`mnv2_deeplabv3_pascal`	Image segmentation on pascal with mobilenetv2 deeplabv3.
`mnv2_deeplabv3plus_cityscapes`	Image segmentation on cityscapes with mobilenetv2 deeplabv3plus.
`mobilenet_imagenet`	Image classification on imagenet with mobilenet.
`resnet_imagenet`	Image classification on imagenet with resnet.
`resnet_rs_imagenet`	Image classification on imagenet with resnet-rs.
`retinanet`	RetinaNet general config.
`retinanet_mobile_coco`	COCO object detection with mobile RetinaNet.
`retinanet_resnetfpn_coco`	COCO object detection with RetinaNet.
`retinanet_spinenet_coco`	COCO object detection with RetinaNet using SpineNet backbone.
`revnet_imagenet`	Returns a revnet config for image classification on imagenet.
`seg_deeplabv3_pascal`	Image segmentation on pascal voc with resnet deeplabv3.
`seg_deeplabv3plus_cityscapes`	Image segmentation on cityscapes with resnet deeplabv3+.
`seg_deeplabv3plus_pascal`	Image segmentation on pascal voc with resnet deeplabv3+.
`seg_resnetfpn_pascal`	Image segmentation on pascal voc with resnet-fpn.
`semantic_segmentation`	Semantic segmentation general.
`video_classification`	Video classification general.
`video_classification_kinetics400`	Video classification on Kinetics 400 with resnet.
`video_classification_kinetics600`	Video classification on Kinetics 600 with resnet.
`video_classification_kinetics700`	Video classification on Kinetics 700 with resnet.
`video_classification_kinetics700_2020`	Video classification on Kinetics 700 2020 with resnet.
`video_classification_ucf101`	Video classification on UCF-101 with resnet.
`vit_imagenet_finetune`	Image classification on imagenet with vision transformer.
`vit_imagenet_pretrain`	Image classification on imagenet with vision transformer.