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[2011.08036] Scaled-YOLOv4: Scaling Cross Stage Partial …
WEBNov 16, 2020 · We show that the YOLOv4 object detection neural network based on the CSP approach, scales both up and down and is applicable to small and large networks …
- Author: Chien-Yao Wang, Alexey Bochkovskiy, Hong-Yuan Mark Liao
- Cite as: arXiv:2011.08036 [cs.CV]
- Publish Year: 2020
Scaled-YOLOv4: Scaling Cross Stage Partial Network
WEBScaled-YOLOv4: Scaling Cross Stage Partial Network Abstract: We show that the YOLOv4 object detection neural network based on the CSP approach, scales both up and down …
- Author: Chien-Yao Wang, Alexey Bochkovskiy, Hong-Yuan Mark Liao
- Publish Year: 2021
WongKinYiu/PyTorch_YOLOv4 - GitHub
WEB[ultralytics/yolov5 based PyTorch implementation of YOLOv4]. - support joint detection, instance segmentation, and semantic segmentation. - support multi-class multi-anchor joint detection and embedding. - …
Scaled-YOLOv4: Scaling Cross Stage Partial Network
WEB18 rows · We show that the YOLOv4 object detection neural network based on the CSP …
See all 18 rows on paperswithcode.comDATASET MODEL METRIC NAME METRIC VALUE COCO minival YOLOv4-P7 CSP-P7 (single-scale, 16 fps) box AP 55.4 COCO minival YOLOv4-P7 CSP-P7 (single-scale, 16 fps) AP50 73.3 COCO minival YOLOv4-P7 CSP-P7 (single-scale, 16 fps) AP75 60.7 COCO minival YOLOv4-P7 CSP-P7 (single-scale, 16 fps) APS 38.1
WEBWe show that the YOLOv4 object detection neural net-work based on the CSP approach, scales both up and down and is applicable to small and large networks while main …
WEBWe show that the YOLOv4 object detection neural net-work based on the CSP approach, scales both up and down and is applicable to small and large networks while main …
Scaled-YOLOv4: Scaling Cross Stage Partial Network
WEBYOLOv4-large is designed for cloud GPU, the main purpose is to achieve high accuracy for object detection. We designed a fully CSP-ized model YOLOv4-P5 and scaling it up to …
Review — Scaled-YOLOv4: Scaling Cross Stage …
WEBSep 1, 2021 · A fully CSP-ized model YOLOv4-P5 is designed and can be scaled up to YOLOv4-P6 and YOLOv4-P7. Compound scaling on size^input, #stage is performed. The depth scale of each stage to 2^( d _...
Scaled-YOLOv4 is Now the Best Model for Object …
WEBDec 3, 2020 · If you want to use a medium sized model, you'll want to use YOLOv4-CSP, and this can be a good place to start iterating on the Scaled-YOLOv4 models. If you want to scale up from there for ultimate …
YOLOv4 - Ultralytics YOLO Docs
WEBNov 12, 2023 · YOLOv4's architecture incorporates several innovative features like Weighted-Residual-Connections (WRC), Cross-Stage-Partial-connections (CSP), and …
Scaled-YOLOv4: Scaling Cross Stage Partial Network
WEBNov 16, 2020 · We show that the YOLOv4 object detection neural network based on the CSP approach, scales both up and down and is applicable to small and large networks …
Title: YOLOv4: Optimal Speed and Accuracy of Object Detection
WEBApr 23, 2020 · We use new features: WRC, CSP, CmBN, SAT, Mish activation, Mosaic data augmentation, CmBN, DropBlock regularization, and CIoU loss, and combine some of …
YOLO v4 explained in full detail | AIGuys - Medium
WEBDec 23, 2021 · CSP: Cross-Stage Partial Connection. As the number of layers grows, the last layers have a lesser and lesser context of the features learned in the initial layers.
Scaled-YOLOv4: Scaling Cross Stage Partial Network
WEBJun 1, 2021 · Comparison of the proposed scaled-YOLOv4 and other state-of-the-art object detectors. The dashed line means only latency of model inference, while the solid line …
Keypoint regression strategy and angle loss based YOLO for …
WEBNov 17, 2023 · YOLOv7 20 made substantial improvements in model structure (CSP to ELAN), convolutional strategies (Conv to RepConv), and label assignment methods, …
Object Detection for Autonomous Vehicle using Single Camera …
WEBPDF | On Dec 16, 2021, Mochammad Sahal and others published Object Detection for Autonomous Vehicle using Single Camera with YOLOv4 and Mapping Algorithm | Find, …
Automatic Bunch Detection in White Grape Varieties Using …
WEBJan 26, 2022 · In this paper, six versions of the You Only Look Once (YOLO) object detection algorithm (YOLOv3, YOLOv3-tiny, YOLOv4, YOLOv4-tiny, YOLOv5x, and …
A Pedestrian Detection Network Model Based on Improved …
WEBJan 4, 2023 · Yu et al. came up with two new Cross Stage Partial (CSP) modules to replace the CSPDarkNet53 modules in the YOLOv4 network. These new modules use adaptive …
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