SpringMeng
Sep 29, 2026 · Artificial Intelligence
Transfer Learning Garbage Classification System: MobileNetV3 Production Design with Dataset & Metric Specs
This article details a complete garbage image classification system built with transfer learning, specifying MobileNetV3 for production inference, ResNet50 and EfficientNet B0 for baseline comparison, dataset requirements including TrashNet adaptation and local four-category samples, and quality targets of 85% four-category accuracy and 3-second inference latency.
EfficientNetMobileNetV3ResNet50
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