knight's repositories
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
AutoWhiteBalance
efficient and robust white balance algorithm
darknet
Convolutional Neural Networks
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
fourier-feature-networks
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
Halide
a language for fast, portable data-parallel computation
incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
MobileNetv2-YOLOV3
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops500KB:fire::fire::fire:
ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
neurobit
Computational modelling of visual perception, from colour to shape.
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > iOS