Jumping in at the Deep End: How to Experiment with Machine Learning in Post-Production Software


ABSTRACT Recent years has seen an explosion in Machine Learning (ML)research. The challenge is now to transfer these new algorithms into the hands of artists and TD’s in visual effects and animation studios,so that they can start experimenting with ML within their existing pipelines. This paper presents some of the current challenges to experimentation and … Read more Jumping in at the Deep End: How to Experiment with Machine Learning in Post-Production Software


ABSTRACT Recent years has seen an explosion in Machine Learning (ML)research. The challenge is now to transfer these new algorithms into the hands of artists and TD’s in visual effects and animation studios,so that they can start experimenting with ML within their existing pipelines. This paper presents some of the current challenges to experimentation and … Read more Jumping in at the Deep End: How to Experiment with Machine Learning in Post-Production Software


 


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