Deci-AI/super-gradients - SG/New_README | DagsHub

GitHub comments could not be loaded

New topics will be added to the General category. Only displaying topics that weren't autoscanned from topics file

You have to be logged in to leave a comment.

Implemented Model Architectures

Image Classification

DensNet (Densely Connected Convolutional Networks) - Densely Connected Convolutional Networks https://arxiv.org/pdf/1608.06993.pdf
DPN - Dual Path Networks https://arxiv.org/pdf/1707.01629
EfficientNet - https://arxiv.org/abs/1905.11946
GoogleNet - https://arxiv.org/pdf/1409.4842
LeNet - https://yann.lecun.com/exdb/lenet/
MobileNet - Efficient Convolutional Neural Networks for Mobile Vision Applications https://arxiv.org/pdf/1704.04861
MobileNet v2 - https://arxiv.org/pdf/1801.04381
MobileNet v3 - https://arxiv.org/pdf/1905.02244
PNASNet - Progressive Neural Architecture Search Networks https://arxiv.org/pdf/1712.00559
Pre-activation ResNet - https://arxiv.org/pdf/1603.05027
RegNet - https://arxiv.org/pdf/2003.13678.pdf
RepVGG - Making VGG-style ConvNets Great Again https://arxiv.org/pdf/2101.03697.pdf
ResNet - Deep Residual Learning for Image Recognition https://arxiv.org/pdf/1512.03385
ResNeXt - Aggregated Residual Transformations for Deep Neural Networks https://arxiv.org/pdf/1611.05431
SENet - Squeeze-and-Excitation Networkshttps://arxiv.org/pdf/1709.01507
ShuffleNet - https://arxiv.org/pdf/1707.01083
ShuffleNet v2 - Efficient Convolutional Neural Network for Mobile Deviceshttps://arxiv.org/pdf/1807.11164
VGG - Very Deep Convolutional Networks for Large-scale Image Recognition https://arxiv.org/pdf/1409.1556

Object Detection

Semantic Segmentation

PP-LiteSeg - https://arxiv.org/pdf/2204.02681v1.pdf
DDRNet (Deep Dual-resolution Networks) - https://arxiv.org/pdf/2101.06085.pdf
LadderNet - Multi-path networks based on U-Net for medical image segmentation https://arxiv.org/pdf/1810.07810
RegSeg - Rethink Dilated Convolution for Real-time Semantic Segmentation https://arxiv.org/pdf/2111.09957
ShelfNet - https://arxiv.org/pdf/1811.11254
STDC - Rethinking BiSeNet For Real-time Semantic Segmentation https://arxiv.org/pdf/2104.13188

Tip!

Press p or to see the previous file or, n or to see the next file

Use S3 like remote

Select bucket

Access key

Finish

Use any S3 compatible storage!

Browsing data directories saved to S3 compatible storage is possible with DAGsHub. Let's configure your repository to easily display your data in the context of any commit!

Specify your S3 bucket

Bucket name cannot be the same as the repository name. Please change one of them.

Bucket url and prefix

Region

Endpoint Url

Disable SSL verification

Congratulations!

super-gradients is now integrated with your S3 compatible storage!