precision-sustainable-ag/Field-AnnotationPipeline

Issues

• change fullsized mask from white to black background

  #35 opened 3 months ago by mkutu
  1

• Revisit for data cleaning and reformatting

  #32 opened 3 months ago by navjot-nangia
  2

• update documentation on pipeline in terms of 4 main steps

  #36 opened 3 months ago by mkutu
  0

• logging info not print properly segment_weeds when running parrallel

  #27 opened 3 months ago by mkutu
  0

• implement the new data pipeline into detect and segment

  #30 opened 3 months ago by mkutu
  0

• bgr to rgb for cropouts

  #34 opened 3 months ago by mkutu
  0

• prep training Field data for yolo segmenter

  #33 opened 3 months ago by mkutu
  0

• merge train_model_weed_detection to develop

  #22 opened 4 months ago by mkutu
  0

• setup data ingestion for the processing pipeline

  #19 opened 4 months ago by mkutu
  0

• create metadata file for empty detection results

  #23 opened 4 months ago by mkutu
  10

• implement data ingestion for detect_weeds and segement_weeds

  #28 opened 4 months ago by mkutu
  0

• add data_upload/transfer process to move the processed data products to the longterm storage locker

  #31 opened 4 months ago by mkutu
  0

• move broad_sparse config from json to hydra yaml

  #21 opened 4 months ago by mkutu
  4

• species_info update

  #25 opened 4 months ago by navjot-nangia
  2

• reformat metadata json to match semifield metadata (cutouts)

  #14 opened 4 months ago by mkutu
  0

• document and merge train_model_weed_detection branch

  #20 opened 4 months ago by mkutu
  0

• make pixel values in mask the class_id and all other pixels black

  #24 opened 4 months ago by mkutu
  3

• update species_info.json with new species

  #8 opened 4 months ago by mkutu
  0

• testing for segment_weeds.py

  #12 opened 4 months ago by mkutu
  2

• cutouts and masks are not the same in segment_weeds.py

  #13 opened 4 months ago by mkutu
  1

• Make sure the final cutout mask has the class_id and mask value

  #18 opened 5 months ago by navjot-nangia
  0

• breakup _clean_mask in segment_weeds.py

  #15 opened 5 months ago by mkutu
  1

• segment_weeds.py: Different post processing for different species

  #11 opened 5 months ago by navjot-nangia
  1

• config data download and parsing using hydra

  #7 opened 5 months ago by mkutu
  0

• Explore HQ SAM

  #9 opened 5 months ago by mkutu
  0

• vit_b vs vit_h for segment_weeds

  #10 opened 5 months ago by navjot-nangia
  1

• implement detection model in pipeline using hydra

  #6 opened 6 months ago by mkutu
  2

• train target-WEED detection model

  #3 opened 6 months ago by mkutu
  1

• implement classifier model in pipeline

  #5 opened 6 months ago by mkutu
  0

• train detection model to detect target plant

  #2 opened 6 months ago by mkutu
  0