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Another 4x neural upsampling example. Left: PS2/Xbox era (512x512) Right: 4x upsampled, 12.5k weights (2048x2048) ~250 lines of C++ code. richgel999/neural_upsampler t.co
@esmolikowski There are two versions, one is 12.5k weights, the other 5k; ~250 lines of C++ code. Any GPU would eat this for lunch, especially with D3D12 Linear Algebra/Cooperative Vector support. richgel999/neural_upsampler
@jdamdami Back in the real world I'm shipping neural upsamplers and JPEG filters, GPU texture encoders, etc. with AI. richgel999/neural_upsampler
@mad_guy888 yes a 12k model I tried on a 5090 - cheap enough to apply using the CPU, but I use the GPU: richgel999/neural_upsampler
Neural 2x upsampling as a drop-in C++ library. cpp file is ~250 lines, the ~12k weights are in a header, supports threading. Will work on potato. Note: this repo isn't JPEG specific; it's part of a larger JPEG focused project. richgel999/neural_upsampler t.co