Short recap on CUDA, PyTorch and Lightning.
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A short recap on CUDA, PyTorch and Lightning.
A short recap on CUDA, Torch and Lightning, setting the stage for geospatial foundation models.
In this talk, we’ll explore Janus-Pro’s Visual Question Answer (VQA) capabilities using FiftyOne’s Janus-Pro VQA Plugin. The plugin provides a seamless interface to Janus Pro’s visual question understanding capabilities within FiftyOne, offering: Vision-language tasks; Hardware acceleration (CUDA/MPS) when available; Dynamic version selection from HuggingFace; Full integration with FiftyOne’s Dataset and UI.
DeepSeek’s Janus-Pro is an advanced multimodal model designed for both multimodal understanding and visual generation, with a particular emphasis on improvements in understanding tasks. In this talk, we’ll explore Janus-Pro’s Visual Question Answer (VQA) capabilities using FiftyOne’s Janus-Pro VQA Plugin. The plugin provides a seamless interface to Janus Pro’s visual question understanding capabilities within FiftyOne, offering: Vision-language tasks; Hardware acceleration (CUDA/MPS) when available; Dynamic version selection from HuggingFace; Full integration with FiftyOne’s Dataset and UI. Can’t wait to see it for yourself? Check out the FiftyOne Quickstart with Janus-Pro.
Exploration of Janus-Pro’s VQA capabilities using FiftyOne’s Janus-Pro VQA Plugin, with a focus on vision-language tasks, hardware acceleration (CUDA/MPS), dynamic version selection from HuggingFace, and full integration with FiftyOne’s Dataset and UI.