Maniphest T228441

Design a pipeline for image classification
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	Miriam
	Jul 18 2019, 3:38 PM

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Description

Create a flexible tensorflow-based pipeline that allows to train and test image classifiers based on Commons categories.

Create an initial version and train/test to understand GPU capacity T221761
Test the feasibility of a classifier trained on Commons categories T242229
Improve classifiers trained on T242229: T250150
Train classifiers from scratch T248692

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		Status	Subtype	Assigned	Task
		Open		Miriam	T155538 General image classifier for commons
		Open		Miriam	T215413 Image Classification Research and Development
		Invalid		Miriam	T228441 Design a pipeline for image classification
		Resolved		Miriam	T242229 Test the feasibility of a classifier trained on Commons categories
		Resolved		Miriam	T242969 A list of meaningful Commons Categories whose images can be used to train image classifiers
		Resolved		Miriam	T242970 A set of prototypes of image classifiers trained on images from Commons Categories
		Resolved		Miriam	T242971 A report on accuracy and performance of the classification models
		Declined		Miriam	T248692 Train image classifiers based on Commons Categories from scratch.
		Resolved		Miriam	T250150 Improve prototypes of image classifiers trained on images from Commons Categories

Event Timeline

Miriam created this task.Jul 18 2019, 3:38 PM

Miriam added a parent task: T215413: Image Classification Research and Development.

• Mholloway subscribed.Jul 18 2019, 3:42 PM

Cirdan subscribed.Jul 18 2019, 5:24 PM

Miriam updated the task description. (Show Details)Jan 2 2020, 3:22 PM

Miriam updated the task description. (Show Details)Jan 8 2020, 4:19 PM

Miriam updated the task description. (Show Details)Jan 8 2020, 4:22 PM

Miriam mentioned this in T155538: General image classifier for commons.

Miriam moved this task from Backlog to In Progress on the Research board.Jan 8 2020, 4:28 PM

Miriam closed subtask T242229: Test the feasibility of a classifier trained on Commons categories as Resolved.Apr 1 2020, 11:50 AM

Miriam updated the task description. (Show Details)Apr 14 2020, 11:14 AM

Miriam closed subtask T250150: Improve prototypes of image classifiers trained on images from Commons Categories as Resolved.Jun 26 2020, 4:12 PM

Miriam mentioned this in T258834: Create a Commons equivalent of the wikidata_entity table in the Data Lake.Jul 28 2020, 12:14 PM

Miriam closed this task as Invalid.Jun 18 2021, 11:09 AM

Miriam closed subtask T248692: Train image classifiers based on Commons Categories from scratch. as Declined.Aug 22 2022, 2:55 PM