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Directory Structure

Processing occurs within the main SemiF-AnnotationPipeline repository which used for temporary data storage. Resulting data for each batch is then moved to the respective permanent blob locations.

SemiF-AnnotationPipeline
  └── data
      ├── semifield-developed-images
      │   ├── NC_2022-07-27
      │   │   ├── NC_2022-07-27.json
      │   │   │
      │   │   ├── autosfm
      │   │   │   ├── detections.csv
      │   │   │   ├── dem
      │   │   │   │   └── dem.tif
      │   │   │   ├── downscaled_photos
      │   │   │   │   ├── NC_1658926241.png
      │   │   │   │   ├── NC_1658926255.png
      │   │   │   │   └── ...
      │   │   │   ├── downscaled_masks
      │   │   │   │   ├── NC_1658926241_mask.png
      │   │   │   │   ├── NC_1658926255_mask.png
      │   │   │   │   └── ...
      │   │   │   ├── ortho
      │   │   │   │   └── orthomosaic.tif
      │   │   │   ├── project
      │   │   │   │   ├── NC_2022-07-27.psx
      │   │   │   │   └── NC_2022-07-27.files
      │   │   │   └── reference
      │   │   │       ├── camera_reference.csv
      │   │   │       ├── error_statistic.csv
      │   │   │       ├── fov.csv
      │   │   │       └──gcp_reference.csv
      │   │   │
      │   │   ├── images
      │   │   │   ├── NC_1658926241.png
      │   │   │   ├── NC_1658926255.png
      │   │   │   └── ...
      │   │   │
      │   │   ├── masks
      │   │   │   ├── NC_1658926241_mask.png
      │   │   │   ├── NC_1658926255_mask.png
      │   │   │   └── ...
      │   │   │
      │   │   └── metadata
      │   │       ├── NC_1658926241.json
      │   │       ├── NC_1658926255.json
      │   │       └── ...
      │   │
      │   └── ...
      │
      ├── semifield-cutouts
      │   ├── NC_2022-07-27
      │   │   ├── NC_1658926241_0.png
      │   │   ├── NC_1658926241_0.json
      │   │   ├── NC_1658926241_1.png
      │   │   ├── NC_1658926241_1.json
      │   │   ├── NC_1658926255_0.png
      │   │   ├── NC_1658926255_0.json
      │   │   └── ...
      │   └── ...
      │
      ├── semifield-models
      │   └── plant_detector
      │       └── best.pt
      │
      ├── semifield-upload-images
      │   └── ...
      │
      └── semifield-utils
          ├── MD
          │   ├── shapefiles
          │   │   │   ├── MD.shp
          │   │   │   └── ...
          │   │   └── GroundControlPoints.csv 
          ├── NC
          │   ├── shapefiles
          │   │   ├── NC.shp
          │   │   └── ...
          │   └── GroundControlPoints.csv                            
          └── species_info.json
          

Batches

blob_home and data_root - storage location information

batch_id - unique batch identifier

upload_datetime - when image were uploaded to “uploads” blob storage

image_list - list of images contained in a single batch folder

schema_version - version of data schema used for organizing metadata

{
    "blob_home": "data",
    "data_root": "semifield-developed-images",
    "batch_id": "NC_2022-08-05",
    "upload_datetime": "2022-08-19_21:28:37",
    "image_list": [
        "images/NC_1659710908.jpg",
        "images/NC_1659711200.jpg",
        "images/NC_1659706234.jpg",
        ...
        "images/NC_1659709264.jpg",
        "images/NC_1659715086.jpg",
        "images/NC_1659706245.jpg"
        ],
    "schema_version": "1.0"
}

Images

Cutouts

Synthetic Data

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