Deep learning topic
Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on data patterns.
pytorch-extension
an example of a CUDA extension for PyTorch using CuPy which computes the Hadamard product of two tensors
pytorch-hed
a reimplementation of Holistically-Nested Edge Detection in PyTorch
pytorch-liteflownet
a reimplementation of LiteFlowNet in PyTorch that matches the official Caffe version
pytorch-pwc
a reimplementation of PWC-Net in PyTorch that matches the official Caffe version
pytorch-spynet
a reimplementation of Optical Flow Estimation using a Spatial Pyramid Network in PyTorch
revisiting-sepconv
an implementation of Revisiting Adaptive Convolutions for Video Frame Interpolation using PyTorch
sepconv-slomo
an implementation of Video Frame Interpolation via Adaptive Separable Convolution using PyTorch
softmax-splatting
an implementation of softmax splatting for differentiable forward warping using PyTorch
image_completion_tf2
"Globally and Locally Consistent Image Completion" with Tensorflow2 Keras
Study-Reinforcement-Learning
Studying Reinforcement Learning Guide