INDUSTRY FIELD GUIDE
Cut flower bunch and bloom-stage images for AI review
A photo of a flower bunch can help count stems and classify visible bloom stages.
NAICS 111422 · Floriculture Production
A photo of a flower bunch can help count stems and classify visible bloom stages. It does little to show whether short stems are hidden behind the wrapper. USDA maintains grade resources for flowers and plants. A grower can create a specific computer-vision exercise around the evidence needed for each label. USDA flowers and plants grade resources
Use an unbranded practice bunch with a known stem count. Photograph the closed bunch, then its aligned stems on a marked surface. Record the verified count, visible length range, and bloom-stage labels for an agreed subset. Add a second bunch that looks full from the top but contains a hidden short stem. Test whether the model knows which view supports each claim.
Use owned blooms and independently written labels. Clear permissions for any commercial bouquet design, buyer-specific packaging, and authorized workroom footage. Remove grower contracts and store account information.
Describe a floriculture image sample
Original Fiund exercise
A top view cannot verify every stem's length
Two original practice bunches are described by synthetic image annotations. No commercial bouquet design, buyer packaging or official flower grade is reproduced.
| Record | Source | What it records |
|---|---|---|
| FL1 | Bunch A top view | Reviewer sees five bloom heads; wrapper hides stem ends. Open-bloom labels assigned to heads H1 and H2 only. |
| FL2 | Bunch A aligned-stem view | Same bunch identity confirmed. Six stems laid on marked surface: five at 40 practice length units, one at 25. Reviewer verifies the count. |
| FL3 | Bunch B top view | Six apparent heads, stems hidden and no aligned-stem view. No verified total stem count or length range. |
Question for the model
Which view supports A's stem count and range, and what can the top views establish about bloom stage or B's shortest stem?
Show the reference answer and checks
FL2 supports A's six verified stems and the 25-to-40 practice-unit length range. FL1 supports five visible heads and the two specified open-bloom labels, not an exhaustive stem count or every head's stage. FL3's top appearance supplies no shortest-stem evidence for B. Keep each label tied to the view that supports it rather than assuming a full-looking bunch has uniformly long stems or fully visible contents.
- Equating visible bloom heads with verified total stems.
- Inferring hidden stem lengths or extending subset bloom labels to the whole bunch.
Fields to preserve
- Bunch and view identity
- Connects complementary observations.
- Visible head versus verified stem count
- Separates detection from ground truth.
- Length scale and stage-label coverage
- Defines exactly what was reviewed.
Test another case
Show B's aligned stems with one short stem. Require an updated length finding supported by that new view, not by retrospective interpretation of the top image.
Use owned blooms and original labels. Clear workroom footage and designs separately; exclude contracts and store accounts.
Discuss a contribution
Describe the sources you control, the task they could support and what has already been checked. Use the existing-data assessment for an archive or the collection brief for a new recording project. The contributor agreement defines Fiund’s licensing authority and compensation. A guide or fictional exercise does not establish an accepted collection or a sale.