Use Timm library to replace RT-DETR backbone network | 1000+ backbone fusion RT-DETR - Code World

Use Timm library to replace RT-DETR backbone network | 1000+ backbone fusion RT-DETR

Enterprise 2023-12-16 18:14:35 views: null

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Origin blog.csdn.net/weixin_43694096/article/details/134984756

Use Timm library to replace RT-DETR backbone network | 1000+ backbone fusion RT-DETR

Reproduce the original paper one-to-one | Replace the RT-DETR backbone network to [VGG13] [VGG16] [VGG19] | Essential for comparison experiments

Backbone network backbone

mmdetection modifies the backbone to use the existing models of mmcls and timm

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

RT-DETR Gradio front-end display page

Target Detection - Test method for the backbone network backbone

[DETR source code analysis] 2. Backbone module

The study notes backbone network --Xception

Skeleton network (Backbone)-hole convolution

Convolutional neural network classic backbone

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

RT-DETR paper study notes (DETRs Beat YOLOs on Real-time Object Detection)

Surpassing YOLOv8, Paddle launched the most accurate real-time detector RT-DETR!

YOLO terminator? Baidu's latest RT-DETR: 114FPS achieves 54.8AP!

Baidu RT-DETR algorithm principle analysis | A new level of target detection beyond YOLO?

Using OpenVINO to implement RT-DETR model INT8 quantitative inference acceleration

Developer Practice | Deploying RT-DETR model based on OpenVINO™ C# API

Loss function | RT-DETR introduces Shape-IoU to consider the measurement of border shape and scale

YOLOv8/YOLOv7/YOLOv5/YOLOv4/Faster-rcnn series algorithm improvement [NO.85] Use TransformerDecoderHead in RT-DETR to improve yolov5

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

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

The meaning of backbone and feature map in deep learning network

Unify the backbone network! Meta-Transformer

Use OpenMMLab to easily build a backbone network, and cover a variety of visual tasks in one go

Some thoughts on YOLOv5/v6/v7/v8/RT-DETR comparative experiments

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

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

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