Cutout Data

1. Sub-image (“cropout”)

2. Semantic mask (same pixel mapping as fullsized data)

3. Vegetation segment (“cutout”)

4. Metadata

Place the cutout (semifield-cutout) schema here as a drop down tab)

Last updated 9/6/2024

Category	Total Number	Size	Data Product Description
Processed full-sized images	197,868	16.45 TiB	.jpgs only
Processed cutouts	1,472,436	1.56 TiB	Cropped segments of full-sized images. Includes jpgs, pngs, masks, and metadata json.
Cutouts available for hackathon	702,696	848.59 GiB	Cutouts available for hackathon. Includes jpgs, pngs, masks, and metadata json.

Cutout data

Cutout schema

{
    "season": "summer_weeds_2023",
    "datetime": "2023:08:18 10:00:18",
    "batch_id": "MD_2023-08-18",
    "image_id": "MD_1692367371",
    "cutout_id": "MD_1692367371_0",
    "cutout_num": 0,
    "cutout_props": {
        "area": 12280507.0,
        "eccentricity": 1.382674671300013,
        "solidity": 1.6856346322005304,
        "perimeter": 79170.98898116266,
        "green_sum": 2176359,
        "blur_effect": 0.29447558539049784,
        "num_components": 2,
        "cropout_rgb_mean": [
            111.2490577610365,
            112.78043494549364,
            75.92264754519387
        ],
        "cropout_rgb_std": [
            31.877522755148707,
            36.49602064709229,
            24.412664319903858
        ],
        "is_primary": true,
        "extends_border": false
    },
    "cutout_height": 5222,
    "cutout_width": 4948,
    "category": {
        "class_id": 18,
        "USDA_symbol": "AMHY",
        "EPPO": "AMACH",
        "group": "dicot",
        "class": "Magnoliopsida",
        "subclass": "Caryophyllidae",
        "order": "Caryophyllales",
        "family": "Amaranthaceae",
        "genus": "Amaranthus",
        "species": "hybridus",
        "common_name": "Smooth pigweed",
        "authority": "Linnaeus",
        "growth_habit": "forb/herb",
        "duration": "annual",
        "collection_location": "MD",
        "category": "warm season weed",
        "collection_timing": "summer",
        "multi_species_USDA_symbol": null,
        "link": "https://plants.usda.gov/home/plantProfile?symbol=AMHY",
        "note": null,
        "hex": "#b360e8",
        "rgb": [
            179,
            96,
            232
        ]
    }
}

Cutout Data

1. Sub-image (“cropout”)

2. Semantic mask (same pixel mapping as fullsized data)

3. Vegetation segment (“cutout”)

4. Metadata

Cutout data

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