Module: tfm.vision.configs.image_classification
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Image classification configuration definition.
Classes
class DataConfig
: Input config for training.
class Evaluation
class ImageClassificationModel
: The model config.
class ImageClassificationTask
: The task config.
class Losses
Functions
image_classification(...)
: Image classification general.
image_classification_imagenet(...)
: Image classification on imagenet with resnet.
image_classification_imagenet_deit_pretrain(...)
: Image classification on imagenet with vision transformer.
image_classification_imagenet_mobilenet(...)
: Image classification on imagenet with mobilenet.
image_classification_imagenet_resnetrs(...)
: Image classification on imagenet with resnet-rs.
image_classification_imagenet_revnet(...)
: Returns a revnet config for image classification on imagenet.
image_classification_imagenet_vit_finetune(...)
: Image classification on imagenet with vision transformer.
image_classification_imagenet_vit_pretrain(...)
: Image classification on imagenet with vision transformer.
Other Members |
IMAGENET_INPUT_PATH_BASE
|
'imagenet-2012-tfrecord'
|
IMAGENET_TRAIN_EXAMPLES
|
1281167
|
IMAGENET_VAL_EXAMPLES
|
50000
|
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Last updated 2024-02-02 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
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},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
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}]
{"lastModified": "Last updated 2024-02-02 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-02-02 UTC."],[],[]]