SimpNet-Deep-Learning-in-a-Shader
YOLOv4-Tiny-in-UnityCG-HLSL
SimpNet-Deep-Learning-in-a-Shader | YOLOv4-Tiny-in-UnityCG-HLSL | |
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2 | 1 | |
104 | 56 | |
- | - | |
0.0 | 1.8 | |
almost 3 years ago | almost 3 years ago | |
GLSL | C++ | |
MIT License | MIT License |
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SimpNet-Deep-Learning-in-a-Shader
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Can ML upscaling / DLSS be used to enhace shadow map quality?
If you think doing this https://github.com/SCRN-VRC/SimpNet-Deep-Learning-in-a-Shader/blob/master/Images/RenderTexture.png on all of the shadowmaps in a scene is faster than simply relying on tried-and-true hardware rasterization then you should work on more graphics/rendering projects to get a better grasp as to what is actually possible on hardware.
YOLOv4-Tiny-in-UnityCG-HLSL
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I recreated YOLOv4 Tiny (Fast object detector) from scratch in a shader for VR
Here's the repo if anyone wants to play with it. https://github.com/SCRN-VRC/YOLOv4-Tiny-in-UnityCG-HLSL
What are some alternatives?
AviSynthAiUpscale - An AviSynth+ implementation of some Super-Resolution Convolutional Neural Networks.
jetson-inference - Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
CodeSearchNet - Datasets, tools, and benchmarks for representation learning of code.
SHADERed - Lightweight, cross-platform & full-featured shader IDE
ACNetGLSL - ACNet (Anime4KCPP Net) re-implemented in GLSL for real-time anime upscaling
3d-game-shaders-for-beginners - 🎮 A step-by-step guide to implementing SSAO, depth of field, lighting, normal mapping, and more for your 3D game.
NCRFpp - NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
deepdetect - Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Language-Translation-with-Fragment-Shaders - EN to JP and JP to EN with transformer models
fmo-cpp-demo - Fast Moving Objects Detection (demo version)
OpenVR-FBTWalk - Natural unlimited walking in vrchat