Integrated machine learning algorithms for image filters

A system for outputting filtered visual media content items, comprising:

• one or more processors;
• and
• a memory comprising instructions stored thereon, which when executed by the one or more processors, causes the one or more processors to perform:
• generating, via a camera, a plurality of successive images at a plurality of exposure levels;
• determining a dataset of bracketed images based on the plurality of successive images;
• receiving an input frame of a visual media content item;
• training a neural network of a machine learning algorithm based on the dataset of bracketed images;
• configuring, via a shader component of a graphics processing unit, a neural network of the machine learning algorithm based on image filtering of the input frame;
• determining one or more portions of the input frame that are associated with an extent of darkness;
• performing, by the neural network, an image enhancement operation to the one or more portions of the input frame;
• and
• providing instructions to display an output frame having one or more portions changed by the image enhancement operation.

A non-transitory computer-readable storage medium comprising instructions stored thereon, which when executed by one or more processors, cause the one or more processors to perform operations for outputting filtered visual media content items, comprising:

• generating, via a camera, a plurality of successive images at a plurality of exposure levels;
• determining a dataset of bracketed images based on the plurality of successive images;
• receiving an input frame of a visual media content item;
• training a neural network of a machine learning algorithm based on the dataset of bracketed images;
• configuring, via a shader component of a graphics processing unit, a neural network of the machine learning algorithm based on image filtering of the input frame;
• determining one or more portions of the input frame that are associated with an extent of darkness;
• determining, by the neutral network, a bilateral grid of affine coefficients;
• performing, by the neutral network and based on the bilateral grid of affine coefficients, an image enhancement operation to the one or more portions of the high resolution version of the input frame;
• and
• providing instructions to display an output frame having one or more portions changed by the image enhancement operation.