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Regression updates #55

Merged
merged 35 commits into from
Sep 23, 2024
Merged

Regression updates #55

merged 35 commits into from
Sep 23, 2024

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RituYadav92
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@RituYadav92 RituYadav92 commented Sep 20, 2024

  1. Added Biomasster regression code in Upernet.py and updated segmentors/init to include the regression single and multitemporal decoder classes.
  2. Fixed regression evaluation in evaluator.py [also bug RegEvaluator doesn't work in eval only mode #31]
  3. Added regression dataset config: biomassters.yaml
  4. Added single and multi-temporal regression configuration files in segmentor: reg_upernet.yaml, reg_upernet_mt.yaml
  5. updated biomassters augmentation file, regression_default.yaml
  6. fixed NormalizedMinMax function
  7. Added random.seed(42) to enable comparison between two fractional trainings (example 10% train labels) by ensuring they are trained on the same data points in each run.

@yurujaja yurujaja merged commit e23b439 into main Sep 23, 2024
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3 participants