top of page
la_edited.jpg

Real-Time Palm Oil Fresh Fruit Bunches (FFB) Grading with Computer vision

Evolving from Manual to AI-Driven Grading

In traditional palm oil production, workers grade fruit by eye, judging ripeness and quality manually. This method is slow, sometime inaccurate, and results can vary from person to person.

Now, we offer a smarter solution:
automated AI grading powered by computer vision. This shift means grading is not only faster but also far more precise and reliable. AI grading evaluates every fruit real-time with unmatched accuracy, ensuring top-notch quality control in oil production.

Ready to see the difference? Send us images/videos of your palm oil fresh fruit bunches (FFB) and let our AI tool show you what it can do.

Palm oil fruits.jpeg

Our Latest Work

Analytics

Automatic Grading of Palm Oil Fruit using Computer Vision

Read how with Computer Vision we can completely automate this process and gain efficiency and accuracy with significant savings.

How it works

System Concept

The system works by capturing image or video using camera then processed by the AI application to determine the fruit bunch and it’s ripenesses in form of bounding box as next. It’s support multiple object detection at the same time.

+ AI Model

Picture1.png

Bunch Detection

This process involves using AI to detect palm fruit bunches within images or video streams. It leverages computer vision techniques to identify and segment fruit bunches as distinct objects from the background, allowing for precise identification in various conditions.

Classification & AI Model Training

After object recognition, the solution classifies the ripeness of each fruit bunch. This involves training an AI model on a labeled dataset where images are tagged according to ripeness levels. Machine learning algorithms analyze the dataset to learn patterns and features that correspond to different ripeness stages, enabling the model to accurately classify new images.

Our current model has been trained using 1000+ images and videos.

Successful Results

Look at these videos showling that our computer vision program is capable of correctly determining the fruit's Ripeness.

 

Unripe

Ripe

Overripe

Ready to see the difference? Send us images/videos of your palm oil fresh fruit bunches (FFB) and let our AI tool show you what it can do.

Some of our Recent Projects

564be5_bd11267ba3b54ab591a7ba73bb08ade4~mv2.jpg

Analytics

Unveiling Tokopedia's customer opinion

Explore how we transform 7000 Tokopedia posts into actionable trends and insights through AI-driven Sentiment Analysis and Business Intelligence.

Palm oil fruits.jpeg

Analytics

Automatic Grading of Palm Oil Fruit using Computer Vision

Read how with Computer Vision we can completely automate this process and gain efficiency and accuracy with significant savings.

3.png

Analytics

Predictive Analysis

Predictive analytics is a branch of advanced analytics that makes predictions about future outcomes using historical data combined...

nathan-riley-9q3I8XhesQI-unsplash.jpg

Interested in our Works?
Contact Us!

bottom of page