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 (6,120 stars) (2,102 forks)batch import
enhancementhelp wanted

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

Tech stack
pythontensorflow
Domain
machine learning
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.
stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
needs investigation
Prerequisites
Python basicsTensorFlow basicsdarkflow usage
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
30
Research direction
Examine the darkflow source code and documentation to understand how to load a pre trained checkpoint and retrain with new classes. Look at the training script (e.g., train.py) and config files for options like 'load' and 'train'. Search for similar issues or discussions in the repository to find if this feature is supported or requires modification.