Pistachio detector (Trained YOLO)
Purpose-trained object detector via Roboflow. Much higher accuracy on small stones and debris — recommended.
Detections
Capture a frame and click Analyze. Detected pistachios are boxed in green; anything the model flags as non-pistachio is boxed in red. Click a red box to mark it as a false positive — it turns green, and you can export the corrections as a training-data seed.