linksense/EfficientNet.PyTorch linksense/EfficientNet.PyTorch

  • Stars
    star
    30
  • Rank 839,658 (Top 17 %)
  • Language
    Python
  • License
    MIT License
  • Created almost 5 years ago
  • Updated almost 5 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
linksense/EfficientNet.PyTorch
github

linksense

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Concise, Modular, Human-friendly PyTorch implementation of EfficientNet with Pre-trained Weights.

More Repositories

1

LightNet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
Python
716
star
2

LightNetPlusPlus

LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation
Python
236
star
3

NNAEC-NeuralNetworkbasedAcousticEchoCancellation

NNAEC-Neural Network based Acoustic Echo Cancellation
MATLAB
41
star
4

ConvolutionaNeuralNetworksToEnhanceCodedSpeech

In this work we propose two postprocessing approaches applying convolutional neural networks (CNNs) either in the time domain or the cepstral domain to enhance the coded speech without any modification of the codecs. The time domain approach follows an end-to-end fashion, while the cepstral domain approach uses analysis-synthesis with cepstral domain features. The proposed postprocessors in both domains are evaluated for various narrowband and wideband speech codecs in a wide range of conditions. The proposed postprocessor improves speech quality (PESQ) by up to 0.25 MOS-LQO points for G.711, 0.30 points for G.726, 0.82 points for G.722, and 0.26 points for adaptive multirate wideband codec (AMR-WB). In a subjective CCR listening test, the proposed postprocessor on G.711-coded speech exceeds the speech quality of an ITU-T-standardized postfilter by 0.36 CMOS points, and obtains a clear preference of 1.77 CMOS points compared to G.711, even en par with uncoded speech.
Python
27
star
5

MixNet-PyTorch

Concise, Modular, Human-friendly PyTorch implementation of MixNet with Pre-trained Weights.
Python
16
star
6

SharpPeleeNet

ImageNet pre-trained SharpPeleeNet can be used in real-time Semantic Segmentation/Objects Detection
Python
12
star
7

SocialCarsLeftTurnProhibition

Final code of the "Lane-based Signal Optimization with Left Turn Prohibition in Urban Road Networks"
Java
1
star