FruitScope Labelling Field Guide

Daily focus

What to work on

Projects are sorted by priority — start at the top, but keep contributing across all projects. The numbers are live from SuperAnnotate. Tap a card to open the instructions in the matching crop guide.

Before you touch a single box

  • Verify the pre-annotations. Nearly every image is pre-labelled (model or earlier human). Fix what's wrong before adding your own.
  • Finish in QualityCheck, never Complete. Every project.
  • Skip the right way: nothing to label → add the Skip tag and complete the image. Never Skip an image that has things to label.

Counts from SuperAnnotate · updated Sep 2, 2026 · 8:15 PM PDT · refreshed every 5 min

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GrapeBerrySize#1
Grape

No need to label all the berries — only the ones clearly visible and fully un-occluded, where you can see the whole berry.

1,214to annotate6in QA4active
3,797 / 5,022 done
CitrusFruitSize#2
Citrus
29to annotate12in QA0active
4,313 / 4,355 done
Apple Fruit Size#3
Apple
36to annotate20in QA0active
29,573 / 29,649 done
CanopyTrunkDetection#4
Trunk & Canopy
15to annotate13in QA1active
17,014 / 17,108 done
BlueberrySize#5
Berry & Cherry
2to annotate44in QA1active
719 / 768 done
BlueberryCount#6
Berry & Cherry
1to annotate3in QA0active
694 / 699 done
TableGrapeClusterSegmentation#7
Grape
17to annotate1in QA0active
87 / 106 done
Grape Segmentation#8
Grape
58to annotate706in QA0active
52,073 / 52,846 done
VineDetection#9
Vine
11to annotate27in QA0active
98,878 / 98,946 done
FoliageSegmentation#10
Grape
5,512to annotate38in QA0active
37,983 / 43,542 done
CitrusCanopy#11
Citrus
38to annotate11in QA1active
7,915 / 7,968 done
Apple Bloom Detection#12
Apple
60to annotate11in QA4active
10,786 / 10,865 done
EarlyGrapeCluster#13
Grape
7to annotate1in QA0active
20,605 / 20,618 done
Apple Bud Detection#14
Apple
174to annotate72in QA5active
7,497 / 7,777 done
CherrySize#15
Berry & Cherry
0to annotate0in QA0active
2,122 / 2,124 done
CherryCount#16
Berry & Cherry
1to annotate3in QA2active
2,194 / 2,200 done
TapeDetection#17
Trunk & Canopy
140to annotate18in QA0active
63,966 / 64,140 done
TrunkBaseDetection#18
Trunk & Canopy
5to annotate39in QA0active
5,932 / 5,981 done
DormantVine#19
Vine
16to annotate0in QA0active
21,614 / 21,631 done
Vine#20
Vine
209to annotate146in QA0active
101,195 / 101,572 done
BlueberryBushDetection#21
Berry & Cherry
0to annotate5in QA0active
4,983 / 4,990 done
GrapeShootCount#22
Grape
10to annotate66in QA0active
8,528 / 8,607 done
Tight Clusters#23
Apple
17to annotate43in QA1active
3,045 / 3,107 done
AppleFruitletCluster#24
Apple
7to annotate3in QA1active
501 / 512 done
GrapeBudCount#25
Grape
0to annotate42in QA0active
6,299 / 6,345 done
AlmondHullCount#26
Specialty
10to annotate6in QA2active
1,670 / 1,689 done
Citrus Fruit Count#27
Citrus
3to annotate51in QA0active
2,089 / 2,143 done
KiwiFruitCount#28
Specialty
5to annotate5in QA0active
363 / 373 done
KiwiFruitSize#29
Specialty
4to annotate6in QA0active
360 / 370 done
AppleTrunkLean#30
Trunk & Canopy
0to annotate3in QA0active
6,061 / 6,071 done
Pistachio Cluster#31
Specialty
1to annotate1in QA1active
455 / 460 done
AlmondCanopy
Specialty
48to annotate13in QA0active
5,599 / 5,660 done
Apple Fruit Count
Apple
16to annotate65in QA3active
38,965 / 39,096 done
Apple Trunk Segmentation
Trunk & Canopy
22to annotate21in QA0active
10,051 / 10,112 done
AppleFoliageSegmentation
Apple
1,410to annotate39in QA16active
4,048 / 5,513 done
CitrusFlower
Citrus
0to annotate0in QA0active
539 / 539 done
CitrusFruitlet
Citrus
3to annotate0in QA0active
475 / 478 done
CitrusTrunk
Citrus
0to annotate1in QA0active
1,507 / 1,510 done
Coffee Fruit Count
Specialty
1to annotate0in QA0active
129 / 130 done
CoffeeCanopy
Specialty
0to annotate0in QA0active
160 / 160 done
CoffeeFruitSize
Specialty
8to annotate2in QA0active
90 / 100 done
CoffeeTrunkDetection
Specialty
0to annotate0in QA0active
200 / 200 done
GrapeSpurCount
Grape
0to annotate0in QA0active
1,671 / 1,671 done
Green Clusters
Apple
no active SuperAnnotate project
Homography_Training
Specialty
1to annotate0in QA0active
185 / 203 done
KiwiFlowerBud
Specialty
1to annotate2in QA1active
301 / 305 done
KiwiVine
Specialty
3to annotate3in QA0active
672 / 678 done
MultiLeaderTrunk
Trunk & Canopy
0to annotate0in QA0active
1,263 / 1,266 done
MummyNutDetection
Specialty
2to annotate62in QA1active
1,603 / 1,669 done
NurseryCanopyTrunk
Trunk & Canopy
0to annotate0in QA0active
509 / 509 done
NurseryTrunk
Trunk & Canopy
0to annotate0in QA0active
216 / 216 done
Pinks
Apple
0to annotate0in QA0active
1,285 / 1,285 done
PistachioFlower
Specialty
0to annotate1in QA0active
137 / 138 done
Pomegranate Fruit Count
Specialty
0to annotate0in QA0active
210 / 210 done
Pomegranate Fruit Size
Specialty
0to annotate1in QA0active
109 / 110 done
PomegranateTrunkDetection
Specialty
6to annotate0in QA0active
304 / 310 done
TreeFill
Specialty
0to annotate0in QA0active
495 / 495 done
Trunk – Tape OBB
Trunk & Canopy
24to annotate8in QA3active
5,153 / 5,188 done
VTrellis Fruitcount
Apple
0to annotate1in QA0active
3,770 / 3,782 done
VtrellisFoliageSegmentation
Apple
1,651to annotate16in QA11active
755 / 2,433 done

Browse by crop

Shared objects — one definition, every project

Posts, cartons, tapes and trunks are labelled in many projects. Each is defined once here; a project page links to the definition instead of repeating it. Open shared objects →

Universal rules — apply to every project

[+] Sun tag

Sun visible anywhere, or camera facing it (even through cloud) → add Sun. Once per image.

[+] Row-end cartons aren't cartons

White carton-ish objects at row ends just secure the poles. Never label them as cartons.

[+] Background rows

Only label the row closest to the camera unless a task says otherwise.

[+] Editor shortcuts

Zoom = scroll · pan = Ctrl/Shift+scroll · next item = . · eye icons toggle labels.

Holdout Class — applies to the projects listed below

The Holdout class is used for specific objects that may be confused with the target class but should not be detected by the model.

Current Holdout Objects

Cones
Sticks
Shadows from equipment / trees if they are pre-annotated or you think would be confused wi
Shadows from equipment / trees if they are pre-annotated or you think would be confused with other primary classes.

Projects

Annotation Type

Important: In CitrusCanopy, Holdout must always be annotated using a box, not a polygon.

Important Notes

White carton-ish objects at the end of the rows are not cartons, these are just there to s
White carton-ish objects at the end of the rows are not cartons, these are just there to secure the poles. Please do not label them as cartons in any projects.

Drawing a rotated box (most projects)

□ How to draw a rotated box

1. Click the two widest points to set the long axis.

2. Drag perpendicular until the box fits the width.

3. Tight to the edge and oriented to the object.

Review queue

What to review first

The order reviewers work through the QualityCheck backlog. Set in the qa_priorities tab of the priorities sheet — seeded from the backlog size, then maintained by hand, so it can follow a deadline rather than a number. Counts are live.

#1Grape SegmentationGrape706419 in QA at seeding#2KiwiFruitCountSpecialty5155 in QA at seeding#3AlmondHullCountSpecialty6143 in QA at seeding#4AppleFoliageSegmentationApple39119 in QA at seeding#5Citrus Fruit CountCitrus5187 in QA at seeding#6BlueberrySizeBerry & Cherry4486 in QA at seeding#7Apple Fruit CountApple6581 in QA at seeding#8KiwiFruitSizeSpecialty680 in QA at seeding#9GrapeShootCountGrape6666 in QA at seeding#10Tight ClustersApple4350 in QA at seeding#11BlueberryCountBerry & Cherry343 in QA at seeding#12Apple Bud DetectionApple7235 in QA at seeding#13GrapeBudCountGrape4232 in QA at seeding#14Apple Bloom DetectionApple1125 in QA at seeding#15MummyNutDetectionSpecialty6221 in QA at seeding#16GrapeBerrySizeGrape619 in QA at seeding#17TapeDetectionTrunk & Canopy1818 in QA at seeding#18Apple Fruit SizeApple2015 in QA at seeding#19FoliageSegmentationGrape3815 in QA at seeding#20VtrellisFoliageSegmentationApple1612 in QA at seeding#21Trunk – Tape OBBTrunk & Canopy88 in QA at seeding#22CitrusFruitSizeCitrus127 in QA at seeding#23CherryCountBerry & Cherry36 in QA at seeding#24VineDetectionVine276 in QA at seeding#25BlueberryBushDetectionBerry & Cherry55 in QA at seeding#26CitrusFlowerCitrus05 in QA at seeding#27AlmondCanopySpecialty134 in QA at seeding#28CanopyTrunkDetectionTrunk & Canopy134 in QA at seeding#29Pomegranate Fruit CountSpecialty04 in QA at seeding#30Pomegranate Fruit SizeSpecialty14 in QA at seeding#31VineVine1464 in QA at seeding#32Apple Trunk SegmentationTrunk & Canopy213 in QA at seeding#33AppleTrunkLeanTrunk & Canopy33 in QA at seeding#34KiwiVineSpecialty33 in QA at seeding#35AppleFruitletClusterApple32 in QA at seeding#36KiwiFlowerBudSpecialty22 in QA at seeding#37CitrusTrunkCitrus11 in QA at seeding#38CoffeeFruitSizeSpecialty21 in QA at seeding#39PistachioFlowerSpecialty11 in QA at seeding#40TableGrapeClusterSegmentationGrape11 in QA at seeding#41VTrellis FruitcountApple11 in QA at seeding

Empty means the qa_priorities tab has no rows the guide recognises.

Reviewing work

Quality Assurance

What “done” means, and how to review an image before it leaves your hands. These checks apply to every project.

The one ruleEvery project ends in QualityCheck — not Complete. Set status to QualityCheck so the work stays in the review loop. Default across all projects.

What a QA pass checks

  1. Pre-annotations handled. Wrong boxes deleted, misaligned ones fixed, missed objects added. Treat every pre-label as a draft.
  2. Right class on every object. Especially easily-confused ones (sprinkler vs post, carton vs row-end pole-cover, cluster vs single fruit).
  3. Boxes tight & oriented. No sprawling background; rotated boxes aligned to the object. For sizing tasks, orientation and width are the measurement.
  4. Scope respected. Nothing labelled from background / next rows unless the task allows it.
  5. Occlusion handled per task. Count tasks: estimate hidden extents. Size tasks: skip what you can't see well.
  6. Tags set. Sun if sun/glare; Skip (plus complete) only if there's nothing to label.
  7. Status is QualityCheck.

QA backlog — pending review by project

Live QualityCheck counts per project, largest first — refreshed with the rest of the site.

Grape Segmentation706
Vine146
Apple Bud Detection72
GrapeShootCount66
Apple Fruit Count65
MummyNutDetection62
Citrus Fruit Count51
BlueberrySize44
Tight Clusters43
GrapeBudCount42
AppleFoliageSegmentation39
TrunkBaseDetection39
FoliageSegmentation38
VineDetection27
Apple Trunk Segmentation21
Apple Fruit Size20
TapeDetection18
VtrellisFoliageSegmentation16
AlmondCanopy13
CanopyTrunkDetection13
CitrusFruitSize12
Apple Bloom Detection11
CitrusCanopy11
Trunk – Tape OBB8
AlmondHullCount6
GrapeBerrySize6
KiwiFruitSize6
BlueberryBushDetection5
KiwiFruitCount5
BlueberryCount3
AppleFruitletCluster3
CherryCount3
AppleTrunkLean3
KiwiVine3
KiwiFlowerBud2
CoffeeFruitSize2
EarlyGrapeCluster1
Pomegranate Fruit Size1
VTrellis Fruitcount1
TableGrapeClusterSegmentation1
PistachioFlower1
Pistachio Cluster1
CitrusTrunk1

Source: “Labelling Instructions” Google Doc · rebuilt as a structured field guide.