CSPDenseNet-Elastic is a convolutional neural network and object detection backbone where we apply the Cross Stage Partial Network (CSPNet) approach to DenseNet-Elastic. The CSPNet partitions the feature map of the base layer into two parts and then merges them through a cross-stage hierarchy. The use of a split and merge strategy allows for more gradient flow through the network.
Source: CSPNet: A New Backbone that can Enhance Learning Capability of CNNPaper | Code | Results | Date | Stars |
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Task | Papers | Share |
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Image Classification | 1 | 33.33% |
Object Detection | 1 | 33.33% |
Real-Time Object Detection | 1 | 33.33% |