Computer Vision Hub
Explore cutting-edge computer vision guides, from foundationnal concepts to advanced implementations. Join thousands of developers and researchers advancing the field.
Computer Vision Hub
Beyond ImageNet: Smarter Model Pretraining for Real-World Vision Tasks
Is ImageNet still the best starting point for computer vision models? We put it to the test. This guide shares benchmarks comparing domain-specific, self-supervised pretraining (e.g., with DINOv2) against ImageNet across popular models like YOLOv8, highlighting where traditional baselines fall short. Download the guide to see our benchmarks.
Beyond ImageNet: Smarter Model Pretraining for Real-World Vision Tasks
Is ImageNet still the best starting point for computer vision models? We put it to the test. This guide shares benchmarks comparing domain-specific, self-supervised pretraining (e.g., with DINOv2) against ImageNet across popular models like YOLOv8, highlighting where traditional baselines fall short. Download the guide to see our benchmarks.
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