Fruitful

Know Your plant, Grow Your Plant

Fruitful is a smart plant care solution that leverages IoT sensors and artificial intelligence to help users monitor and maintain healthy plants with ease. By collecting real-time environmental data—such as soil moisture, light exposure, temperature, and humidity—Fruitful analyzes plant conditions and provides users with actionable insights through a mobile app. The system also incorporates localized climate data and plant-specific care profiles to deliver personalized recommendations. Aimed at urban dwellers, home gardeners, and plant enthusiasts, Fruitful reduces guesswork in plant care, improves plant health outcomes, and empowers users to become more confident and informed caretakers.

Introducing Fruitful

Fruitful is a smart plant care solution that uses IoT sensors and AI to monitor plant conditions and deliver personalized care tips via a mobile app. Designed for urban gardeners and plant enthusiasts, it simplifies plant care, reduces guesswork, and promotes healthier plants.

Team members

Lucas Yap (ESD), Alvin Loo Yi Wei (ASD), Hung Fong Ching Hillman (ESD), Kacey Tang (ASD), Lim Yi Zheng (ASD), Marcus Tan Zong Wei (ESD), Samuel Chia Jin Kiat (CSD)

Instructors:

  • Javier Fernandez

Writing Instructors:

  • Belinda Seet

Problem

In the digital age, information is in abundance on the internet. However, outdated online advice, unreliable social media tips and generic plant care apps make it hard for gardening enthusiasts to get precise, genuine guidance.

Solution

To create a mobile application that gives gardeners access to localized and precise tips to give your plants the best plant care

Overview of the App

Sensor

The physical sensor is the backbone of Fruitful’s smart gardening experience. It works hand-in-hand with the digital app to provide precise, plant-specific data for every pot. Designed to “sense what we can’t see,” the sensor captures vital environmental conditions—such as soil moisture, light exposure, temperature, humidity, and air quality—that directly impact plant health.

By collecting real-time, hyperlocal data, the sensor acts as a reality check for AI predictions. For example, while weather forecasts may predict sunshine, the sensor knows whether your plant is actually sheltered indoors or shaded—making its analysis highly contextual. It ensures that the care recommendations generated by Fruitful’s machine learning models are grounded in what’s truly happening in your plant’s microenvironment.

Beyond diagnostics, the sensor continually monitors your plant and learns from its conditions over time. This enables Fruitful to perform correlation analysis between plant data and outcomes, helping it refine its predictions and offer even more accurate care suggestions.

ML MODEL AND THINKING

Fruitful’s core intelligence comes from a machine learning model that blends real-time weather data with insights gathered from our community of users. The app pulls live weather information from online sources, including temperature, rainfall, humidity, and sunlight levels. At the same time, users regularly rate their plant’s health and record care routines within the app. This creates a valuable dataset linking plant conditions with environmental factors and user actions.

By analyzing these patterns, the model can predict how specific plants are likely to respond to upcoming weather and suggest timely, personalized care tips. Whether it’s reminding users to water before a heatwave or flagging signs of overwatering based on similar plant health reports, Fruitful delivers proactive, context-aware recommendations. The more users engage, the smarter and more accurate the system becomes, turning everyday plant care into a seamless, data-driven experience.

Plant ID

Use your phone’s camera to scan your plant. Fruitful’s AI will recognize it and instantly provide its name, species, and key characteristics.

Once identified, the app offers tailored care instructions—from watering schedules to light requirements and fertilization. It also performs real-time diagnostics using sensor data to detect potential issues like overwatering, insufficient sunlight, or disease symptoms, giving you actionable advice before problems escalate.

Together, the physical sensor and digital app make Fruitful a powerful companion for plant lovers—transforming guesswork into confident care.

Plant ID registration

Plant Care Tips

Plant Health Scores

Acknowledgements

We would like to thank both instructor Javier Fernandez and writing instructor Belinda See for their continuous guidance to get us where we need to be.

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Contact the Capstone Office :

+65 6499 4076

8 Somapah Road Singapore 487372

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8 Somapah Road Singapore 487372

8 Somapah Road Singapore
487372

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Contact the Capstone Office :

+65 6499 4076

8 Somapah Road Singapore 487372

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