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adaptivebinning

Adaptive-binning for evaluation of confidence calibration

arch_term_project-tmp

basic_unet_example

An example project of how to use a U-Net for segmentation on medical images with PyTorch.

batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

blockdrop

BlockDrop: Dynamic Inference Paths in Residual Networks

bnp2

BNP for Physics

boileroptimization

bouncyballs

caffe

Caffe: a fast open framework for deep learning.

cayman

Cayman is a Jekyll theme for GitHub Pages

cifar10_tf

Quantization and Pruning of CNN on cifar10

dcgan

A Tensorflow Implementation of "Deep Convolutional Generative Adversarial Networks" - (EASY to READ)

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deepcompression-caffe

Caffe for Deep Compression

dureader

Baseline Systems of DuReader Dataset

efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

error-detection

A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fast-neural-style-ncs

fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

gym-miniworld

Simple 3D interior simulator for RL & robotics research

hwgq

Caffe implementation of accurate low-precision neural networks

incremental-network-quantization

Caffe Implementation for Incremental network quantization

mnist_quan

Quantization on MNIST

models

Models built with TensorFlow

ncappzoo

Contains examples for the Movidius Neural Compute Stick.

neural-networks-on-silicon

This is a collection of works on neural networks and neural accelerators.

not

odin

A simple and effective method for detecting out-of-distribution images in neural networks.

ppo-pytorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch