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Do NOT train a ML model from scratch. I’ll show you some resources that have pre-trained models that you can use and modify. Check out the following: • Model Zoo curates pre-trained deep learning models for various frameworks and domains. You can find pre-trained models for computer vision, natural language processing, audio and speech, etc. • You can also find pre-trained ML models in the AWS marketplace. These can be quickly deployed on the Amazon SageMaker, which is a fully managed cloud mach
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Do NOT train a ML model from scratch. I’ll show you some resources that have pre-trained models that you can use and modify. Check out the following: • Model Zoo curates pre-trained deep learning models for various frameworks and domains. You can find pre-trained models for computer vision, natural language processing, audio and speech, etc. • You can also find pre-trained ML models in the AWS marketplace. These can be quickly deployed on the Amazon SageMaker, which is a fully managed cloud mach
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AI TENNIS ANALYSIS. A FULL COMPUTER VISION SYSTEM. BUILT ON YOLO, PYTORCH, AND KEYPOINT EXTRACTION.Take any tennis match broadcast, any camera angle, any resolution. Feed it into the pipeline. YOLO detects both players and the tennis ball frame by frame. No manual labeling, no pre-annotated dataset. A fine-tuned YOLOv5 model trained on a Roboflow tennis ball dataset handles the ball - the hardest object to track in any sport. Tiny, fast, constantly occluded. The model finds it anyway.Trackers ma
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Few-shot Food Recognition with Pre-trained Model | Proceedings of the 1st International Workshop on Multimedia for Cooking, Eating, and related APPlications
Few-shot Food Recognition with Pre-trained Model | Proceedings of the 1st International Workshop on Multimedia for Cooking, Eating, and related APPlications
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acm.org
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