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Source channel @githubtrending · Post #14627 · Apr 24

#jupyter_notebook DINOv2 is a powerful AI model from Meta AI that learns to understand images without needing labeled data, using self-supervised learning. It was trained on 142 million images and creates strong visual features that work well for many tasks like image classification, depth estimation, and segmentation without extra fine-tuning. You can use its pretrained models easily with simple classifiers, saving time and effort. DINOv2 is efficient, scalable, and performs better than many other models, making it great for building versatile computer vision applications quickly and accurately. It’s open-source and ready to use with PyTorch. https://github.com/facebookresearch/dinov2

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AI & Law

@ai_and_law · Post #369 · 08/07/2024, 07:04 AM

AI Music Startups Defend Fair Use Amid Copyright Lawsuits AI music startups Suno and Udio are pushing back against copyright infringement lawsuits from major record labels, claiming their methods fall under fair use. They argue that their AI models, trained on copyrighted music, encourage innovation and competition within the industry. The Recording Industry Association of America (RIAA) filed lawsuits in June, accusing Suno and Udio of massive unlicensed copying. The startups assert that using sound recordings to teach AI models new musical patterns aligns with copyright law's intent to foster new artistic expressions. They contend that their practices are akin to learning and not infringing. In defense, Suno likened their training approach to a child learning to create new music by listening to existing tracks. Both companies maintain that major labels misunderstand the technology and are attempting to stifle competition. The RIAA, however, argues that the startups have failed to obtain proper consent for using copyrighted works, threatening the livelihoods of original artists. #AI#CopyrightLaw#FairUse#LegalTech#AIandLaw#RIAA#ArtificialIntelligence