The Apple Orange Sorting Machine is an automated system designed to identify, separate, and organize apples and oranges with high efficiency and accuracy. It combines mechanical conveying structures with advanced sensing and control technology to reduce manual labor and improve consistency in fruit handling.The process begins when mixed fruits are placed onto an input conveyor belt. As the fruits move along the belt, they pass through a series of inspection zones. In the first zone, high‑resolution cameras and optical sensors capture images of each individual fruit. These images are analyzed in real time by an embedded processing unit, which uses color, shape, size, and texture features to distinguish apples from oranges.Color analysis plays a central role in classification. Apples typically exhibit shades of red, green, or yellow, often with gradual color transitions, while oranges show a more uniform orange hue. The system measures the dominant color and its distribution across the fruit surface. Shape detection further refines the classification: apples are usually slightly taller with a more varied contour, while oranges are closer to a perfect sphere. By comparing measured outlines to stored geometric profiles, the machine increases its confidence in each decision.Texture and surface pattern recognition add another layer of reliability. Oranges generally have a rougher, more pitted peel, while apples present a smoother surface with possible specks or stripes. The vision algorithms evaluate fine details in the captured images to detect these differences, especially in situations where color or shape alone might be ambiguous, such as with green apples or slightly discolored oranges.Once a fruit is identified, the control system assigns it a virtual destination lane. Downstream from the inspection area, the conveyor is equipped with actuators such as pneumatic pushers, guided flaps, or robotic arms. As each fruit reaches the appropriate position, the actuator gently diverts it into a designated chute or bin: one set for apples, another for oranges, and optional lanes for damaged or unclassified items. The timing of each movement is synchronized precisely using position sensors and conveyor speed feedback to prevent collisions and bruising.The machine can be configured to sort not only by type but also by size and quality grade. Additional sensors measure diameter, weight, and surface defects. This allows operators to create separate output streams for premium, standard, and reject categories. Adjustable parameters in the control interface let users fine‑tune sensitivity thresholds and sorting criteria depending on market requirements or seasonal variations in fruit appearance.Constructed from food‑grade materials, the system is designed for easy cleaning and maintenance. Modular components make it possible to expand capacity, integrate with existing packing lines, or adapt to other round fruits with minor software updates. Safety covers, emergency stops, and overload protections are included to ensure safe operation.By combining fast mechanical handling with intelligent image processing, the Apple Orange Sorting Machine increases throughput, improves product uniformity, and reduces the risk of human error. It is well suited for packing facilities, distribution centers, and large farms that need reliable, continuous sorting to meet modern supply chain demands.