Module: tfm.vision.configs.video_classification
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Video classification configuration definition.
Classes
class DataConfig
: The base configuration for building datasets.
class Losses
class Metrics
class VideoClassificationModel
: The model config.
class VideoClassificationTask
: The task config.
Functions
add_trainer(...)
: Add and config a trainer to the experiment config.
kinetics400(...)
: Generated Kinetics 400 dataset configs.
kinetics600(...)
: Generated Kinetics 600 dataset configs.
kinetics700(...)
: Generated Kinetics 600 dataset configs.
kinetics700_2020(...)
: Generated Kinetics 600 dataset configs.
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.
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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"label":"Out of date"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",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-02-02 UTC."],[],[]]