App Overview

Plant diseases and pests icon

Plant diseases and pests

Daniel Furrer · Lifestyle

We have trained a machine learning model to detect plant diseases and pests with photos

$0.99

PRICE
$0.99
No in-app purchases
BUSINESS MODEL
Paid
No overall Grossing estimate available
RATING
N/A
No ratings yet

Evidence scope: No current overall US chart position is available. Category-chart positions shown in discovery are a separate scope. Revenue is a directional model estimate, not verified earnings.

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A product spec, phased build plan, differentiation notes, and screen references.

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Illustrative example: an invoice app for independent contractors. Your kit is tailored to the app you choose; this is not its generated content.

Feature spec

Goal: Send a clear invoice after finishing a job.

  • Add a client, line items, a due date, and payment instructions.
  • Preview the total before exporting a PDF.
  • Keep an editable draft if export fails.

Screen plan

Invoice editor: Client at the top, editable line items in the middle, total and preview action at the bottom.

States: Empty draft, validation errors beside each field, exporting, and a retry action that preserves the draft.

Differentiate and validate

Hypothesis: Contractors need faster repeat invoices more than more templates.

First experiment: Test duplicating a previous job with five contractors. Watch where they hesitate before expanding the feature set.

The full kit adds a phased build plan, evidence notes, tool prompts, and implementation guidance. It is a plan for your coding agent, not a finished app.

Usage: Mechanics are fair game; never reuse the original name, branding, assets, or verbatim copy.

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Opportunities

AI-GENERATED OPPORTUNITY HYPOTHESES

These are generated suggestions, not verified review quotations. Check current App Store reviews and speak with users before treating a possible gap as a requirement.

Hypothesis 1

Include AI-based suggestions for diagnosis.

Assumption to check: Users often find it hard to identify pests accurately.

Validate with people who use this workflow before building.

Hypothesis 2

Provide detailed articles and prevention tips.

Assumption to check: Limited information available for each disease/pest.

Validate with people who use this workflow before building.

Hypothesis 3

Add a forum or discussion board for users.

Assumption to check: Lack of community features for sharing experiences.

Validate with people who use this workflow before building.

Hypothesis 4

Allow downloading of key articles for offline reading.

Assumption to check: No offline access to content.

Validate with people who use this workflow before building.

App evidence

Original App Store material. Ratings and screenshots describe the existing app, not proof of demand for your version.

App Store description

We have trained a machine learning model to detect plant diseases and pests with photos. Take or load a photo of the infested leaf, fruit or of the insect and the app will detect the plant disease respectively the pest. It will then load the description and image from the identified disease or pest so that you check if the result is correct. It will also provide suggestions for preventing and treating the disease or controlling the pest. The plant specific models recognize the most common diseases of the listed plants and provide suggestions for preventing and treating the disease. We recommend that you use the plant-specific model whenever applicable. You have access to an extensive lexicon describing measures on how to prevent and treat plant diseases and pests based on biological treatment methods. We list the substances enabling you to find the specific product in your country. As an additional help you can use our check list that filters diseases by color and shape. Just push the buttons for color and shape and the system will provide you with a list of possible diseases. You can also filter insects by by category and color. In the plants section you can find a list of common diseases and pests for the active plant with specific recommendations. Due to the large number of possible symptoms, the model can only deliver results with a certain probability, which is also indicated next to the identified disease. In order to increase the accuracy of the model, we are regularly adding new pictures to the model and we plan to update it at least once per year using the latest available technology.

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Screenshots

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Set boundaries

Decide which secondary features, integrations, and platform support can wait. Your version does not need to reproduce everything in the original.

Check the hard parts

Validate external services, specialist technology, data access, and ongoing costs for your chosen scope.

SUGGESTED BUILD STACK
React Native
Expo
Zustand
@react-navigation/native
react-native-reanimated
@expo/image-picker
BUILD KIT DIFFICULTY

Not assessed in a Build Kit yet.

A reliable timeline needs an agreed scope and a technical check. Ask your agent to estimate the phases in BUILD_PLAN.md after that review.