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refactor NonTargetWeed-Labeler #1

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2 of 6 tasks
mkutu opened this issue Nov 5, 2024 · 0 comments
Open
2 of 6 tasks

refactor NonTargetWeed-Labeler #1

mkutu opened this issue Nov 5, 2024 · 0 comments
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@mkutu
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mkutu commented Nov 5, 2024

The idea is to use this same code base to train other version of a classifier to develop somewhat of a model zoo that can be pulled for this specific task and for specific species or locations.

  • move code from NonTargetWeed-Labeler to a new repo in psa called SemiF-NonTargetWeedClassifier
  • implement hydra
  • refactor image_labeler.py to that it's either labeling new images or labeling images that have been predicted by a "teacher" classifier
  • refactor predict.py so that it's the model is inferencing on multiple images instead of one by one
  • add confidence values to csv in predict.py in a column called "PredictedTargetWeed_Conf"
  • refactor move_files.py
@mkutu mkutu changed the title move code from NonTargetWeed-Labeler to a new repo in psa called SemiF-NonTargetWeedClassifier refactor NonTargetWeed-Labeler Nov 5, 2024
@mkutu mkutu transferred this issue from precision-sustainable-ag/SemiF-AnnotationPipeline Nov 6, 2024
@jinamshah jinamshah moved this from Backlog to 🏗 In progress in PSA Planning Nov 6, 2024
@jinamshah jinamshah moved this from 🏗 In progress to Under review in PSA Planning Nov 14, 2024
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