thtrieu/darkflow

Can we Do a transfert learning with a new label ?

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#117 opened on Mar 30, 2017

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 (8 comments) (5 reactions) (0 assignees)Python (2,102 forks)batch import
enhancementhelp wanted

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Description

Hello

I had trained the model with 2 classes, and I want to use the generated .ckpt, to train the model woth news classes, How can I do that? , because when I test it with a new configuration, the program didn't work

Thanks

Contributor guide

Research direction
Modify the configuration file to match the new number of classes and load the checkpoint as initial weights for fine tuning.
Tech stack
pythontensorflow
Domain
machine learningbackend
Issue type
Research
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
Transfer LearningPythonTensorFlow
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
50