Alibaba Cloud revealed this week its latest open-source initiative to spur development of video generation AI models.
It open sourced a set of toolkits on its AI model community ModelScope that power the development of text-to-video models, including data processing tools, multimodal datasets, foundation models, training and inference tools.
Video generation models require massive amounts of high-quality training data and advanced processing tools for multimodal dataset.
To tackle the data processing challenge, Alibaba Cloud open sourced Data-Juicer, a one-stop data processing system that contains hundreds of dedicated video, image, audio, text, and other multi-modal data processing operators and tools.
It also open-sourced a denoising foundation model built on the basis of a small dataset. Developers can tap the foundation model for advanced model training to develop video generation models.
Since its launch, over 4 million developers have tapped ModelScope to gain access to more than 3,000 models and thousands of datasets.
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