Darknet-53 is a convolutional neural network that acts as a backbone for the YOLOv3 object detection approach. The improvements upon its predecessor Darknet-19 include the use of residual connections, as well as more layers.
Source: YOLOv3: An Incremental ImprovementPaper | Code | Results | Date | Stars |
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Task | Papers | Share |
---|---|---|
Object Detection | 155 | 32.36% |
Real-Time Object Detection | 23 | 4.80% |
Autonomous Driving | 19 | 3.97% |
Semantic Segmentation | 14 | 2.92% |
Classification | 10 | 2.09% |
Image Classification | 10 | 2.09% |
Instance Segmentation | 8 | 1.67% |
Object Tracking | 8 | 1.67% |
2D Object Detection | 8 | 1.67% |