CV Classic Backbone Network (Backbone) Series: CSP-Darknet53 - Code World

CV Classic Backbone Network (Backbone) Series: CSP-Darknet53

Enterprise 2023-09-09 18:43:28 views: null

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Origin blog.csdn.net/qq_36758270/article/details/130395730

CV Classic Backbone Network (Backbone) Series: CSP-Darknet53

Convolutional neural network classic backbone

Backbone network backbone

Classic backbone model cheat sheet in CV field (2)

Target Detection - Test method for the backbone network backbone

The study notes backbone network --Xception

Skeleton network (Backbone)-hole convolution

CV Lightweight Backbone Model Cheat Sheet (1)

[Convolutional Neural Network] ResNet and MobileNet of the backbone network

[Convolutional Neural Network] VGG, ShuffleNet of the backbone network

YOLOv8/YOLOv7/YOLOv5/YOLOv4/Faster-rcnn series algorithm improvements [NO.83] Change the backbone feature extraction network Backbone to RevCol

The meaning of backbone and feature map in deep learning network

Unify the backbone network! Meta-Transformer

Pytorch - Use Resnet that comes with pytorch as the backbone of the network

YOLOv5 improvement series (24) - MobileViTv3 that replaces the backbone network (a further upgrade of the mobile lightweight network)

YOLOv5 Improvement Series (19) - Swin TransformerV1 to replace the backbone network (ViT model with smaller parameters)

YOLOv5 Improvement Series (21) - RepViT to replace the backbone network (Tsinghua ICCV 2023|The latest open source mobile terminal ViT)

Improving the YOLO series | YOLOv5/v7 replacing the backbone network with ResNet50/ResNet101

chainer-backbone network backbone-AlexNet code reconstruction [with source code]

chainer-backbone network backbone-RepVGG_Plus code reconstruction [with source code]

chainer-backbone network backbone-RepVGG code reconstruction [with source code]

chainer-backbone network backbone-ShuffleNet_V1 code reconstruction [with source code]

chainer-backbone network backbone-RegNet code reconstruction [with source code]

chainer-backbone network backbone-MobileNetV3 code reconstruction [with source code]

chainer-backbone network backbone-MobileNetV2 code reconstruction [with source code]

chainer-backbone network backbone-MobileNet_V1 code reconstruction [with source code]

chainer-backbone network backbone-EfficientNet_V1 code reconstruction [with source code]

chainer-backbone network backbone-ShuffleNet_V2 code reconstruction [with source code]

chainer-backbone network backbone-DenseNet code reconstruction [source code attached]

chainer-backbone network backbone-SqueezeNet code reconstruction [with source code]

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