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Shabbir Marzban's Projects

code icon code

Code for the book "Mastering OpenCV with Practical Computer Vision Projects" by Packt Publishing 2012.

danet icon danet

Dual Attention Network for Scene Segmentation (CVPR2019)

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

imgaug icon imgaug

Image augmentation for machine learning experiments.

imgclsmob icon imgclsmob

Sandbox for training convolutional networks for computer vision

inplace_abn icon inplace_abn

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

kervolution-pytorch icon kervolution-pytorch

Pytorch Implementation of the Kernel Convolution AKA Kervolution Layer from Kervolutional Neural Networks (https://arxiv.org/pdf/1904.03955.pdf)

matlab_htk icon matlab_htk

MATLAB functions that interface with the HTK Speech Recognition Toolkit (http://htk.eng.cam.ac.uk/) for training HMMs, GMMs and simple speech recognizers.

models icon models

Models and examples built with TensorFlow

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

serve icon serve

Serve, optimize and scale PyTorch models in production

switchable-normalization icon switchable-normalization

Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779

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