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18663_project_fbnet

Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

asng-nas

Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search

awesome-nas

A curated list of neural architecture search (NAS) resources.

awesome-pruning

A curated list of neural network pruning resources.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

awesome_computer_vision

paper reading note

bananas

Bayesian Optimization with Neural Architectures for Neural Architecture Search - https://arxiv.org/abs/1910.11858

carnd-vehicle-detection

Vehicle Detection Project

cnn-fcf-cvpr-2019

cs231n_spring_2017_assignment

My implementations of cs231n 2017

darknet

Convolutional Neural Networks

deeplearningbook-chinese

Deep Learning Book Chinese Translation

detnas

ednas

Efficient Decoupled Neural Architecture Search by Structure and Operation Sampling (EDNAS)

efficientnet-pytorch

A PyTorch implementation of EfficientNet

fbnet

reproduction of the article

gan-pruning

A Pytorch implementation of "Co-Evolutionary Compression for Unpaired Image Translation" (ICCV 2019).

gate-decorator-pruning

Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"

genetic-cnn

CNN architecture exploration using Genetic Algorithm

haq-release

[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision

hello-world

Just another repository

imta

machinelearning

Machine learning resources，including algorithm, paper, dataset, example and so on.

meal

Official Implementation of MEAL: Multi-Model Ensemble via Adversarial Learning on AAAI 2019

mnasnet-pytorch

A PyTorch implementation of MNASNET

mrcnn-object-detection

Object detection via a multi-region & semantic segmentation-aware CNN model

mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

nas

Neural architecture search(NAS)

nas-projects

Several neural architecture search (NAS) algorithms implemented in PyTorch.