Designing, building, and training models are hard problems. Literature is reviewed, data is gathered (and cleaned and annotated). Hours (or perhaps days? weeks?) are spent getting code to work, fixing subtle bugs, tuning training schemes. Finally, the met... (more…)
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A collaboration between Microsoft Research Asia and Duke University has produced a machine learning system capable of generating video solely from a text prompt, without the use of Generative Adversarial Networks (GANs). The project is titled GODIVA (Gene... (more…)
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Machine learning has seen a vast increase of interest in recent years, along
with an abundance of learning resources. While conventional lectures provide
students with important information and knowledge, we also believe that
additional project-based lear... (more…)
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Custom ML Toolings. DVC for tracking the data and Streamlit to visualize any tracked data (metrics, models) in an interactive Web UI. (more…)
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