d-li14/mobilenetv4.pytorch d-li14/mobilenetv4.pytorch

  • Stars
    star
    12
  • Rank 1,597,372 (Top 32 %)
  • Language
    Python
  • License
    MIT License
  • Created 7 months ago
  • Updated 4 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
d-li14/mobilenetv4.pytorch
github

d-li14

Reviews

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

Repository Details

PyTorch implementation of MobileNetV4 family

More Repositories

1

involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
Python
1,307
star
2

mobilenetv2.pytorch

72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models
Python
663
star
3

mobilenetv3.pytorch

74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet
Python
514
star
4

efficientnetv2.pytorch

PyTorch implementation of EfficientNetV2 family
Python
450
star
5

octconv.pytorch

PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models
Python
290
star
6

PSConv

[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer
Python
175
star
7

face-attribute-prediction

Face Attribute Prediction on CelebA benchmark with PyTorch Implementation
Python
139
star
8

HBONet

[ICCV 2019] Harmonious Bottleneck on Two Orthogonal Dimensions, surpassing MobileNetV2
Python
103
star
9

ghostnet.pytorch

73.6% GhostNet 1.0x pre-trained model on ImageNet
Python
88
star
10

DHM

[CVPR 2020] Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives
Python
84
star
11

dgconv.pytorch

PyTorch implementation of Dynamic Grouping Convolution and Groupable ConvNet with pre-trained G-ResNeXt models
Python
69
star
12

regnet.pytorch

PyTorch-style and human-readable RegNet with a spectrum of pre-trained models
Python
68
star
13

lambda.pytorch

PyTorch implementation of Lambda Network and pretrained Lambda-ResNet
Python
54
star
14

SAN

[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images
Python
43
star
15

mlp-mixer.pytorch

PyTorch implementation of MLP-Mixer
Python
36
star
16

condconv.pytorch

PyTorch implementation of CondConv and MobileNetV2 model
Python
34
star
17

mobilenext.pytorch

Rethinking Bottleneck Structure for Efficient Mobile Network Design
Python
13
star
18

dot-product-attention

A collection of self-attention modules and pre-trained backbones
Python
13
star
19

efficientnet-lite.pytorch

PyTorch implementation of EfficientNet-lite and a spectrum of pre-trained models on ImageNet
Python
10
star
20

deeplearning.ai-CNN

Implementation of course Convolutional Neural Networks created by deeplearning.ai on Coursera
Jupyter Notebook
3
star