cascade_mask_rcnn_swin_small_patch4_window7_mstrain_480-800_giou_4conv1f_adamw_3x.py(your used config) config/base/model/cascade_mask_rcnn_swin_fpn.py config/base/coco_instance.py(or modify to coco_detection.py from 1) sure7018 commented Apr 30, 2021 What specific settings of mask ...
在目标检测的实验中,借助于骨干网ResNeXt-152 的加持,在COCO数据集上AP达到50.9,超越之前的SOTA TridentNet算法的48.4,在实例分割实验中精度也显著高于Mask R-CNN。 Cascade R-CNN 是什么? Cascade R-CNN 是2017年末出的目标检测算法,它的核心思想是: 使用不同的IOU阈值,训练多个级联的检测器。 它可以用于级联已...
Cascade r-cnn: Delving into high quality object detection. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pages 6154–6162, 2018. Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, and Baining Guo. Swin transformer: ...
SwinTransformer/Swin-Transformer-Object-Detection Star1.8k This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation. object-detectioncascademscocomask-rcnnswinswin-transformerreppoints ...
复杂背景下基于改进Mask R-CNN的路面裂缝检测算法 (MSCI)数据集上进行对比实验,结果表明,提出的改进方法能显著提升Mask R-CNN模型的分割精度,优于经典的Cascade Mask RCNN,最佳模型F1得分84.15%,相较原算法提高了... 张晓华,李小龙,艾金泉,... - 《北京测绘》 被引量: 0发表: 2024年 IMU-CNN: implementing...
进阶准备:Cascade Mask R-CNN 由于Cascade R-CNN 在物体检测上的结果非常好,我们首先尝试将 Cascade R-CNN 和 Mask R-CNN 直接进行杂交,得到子代 Cascade Mask R-CNN,如上图(a)所示。在这种实现里,每一个 stage 和 Mask R-CNN 相似,都有一个 mask 分支 和 box 分支。当前 stage 会接受 RPN 或者 上一...
box AP指标明显dino要高一些。dino box AP为58.4。dino指标 Cascade Mask R-CNN最高只有45.6。
To this end, we propose a two-stage target detection method that combines Cascade RCNN and Swin Transformer models. To address the scarcity of labeled data, we employ random cut-and-paste and traditional online enhancement techniques to expand the pest dataset and ...
Thanks for your work! I occured the error when I run the code. I run the command: python tools/train.py configs/swin/mydef_cascade_mask_rcnn_swin_small_patch4_window7_mstrain_480-800_giou_4conv1f_adamw_3x_coco.py --cfg-options model.pretrained=./models/cascade_mask_rcnn_swin_small...
faster_rcnn fcos foveabox fpg free_anchor fsaf gcnet gfl ghm gn+ws gn grid_rcnn groie guided_anchoring hrnet htc instaboost lad ld legacy_1.x libra_rcnn lvis mask2former mask_rcnn maskformer ms_rcnn nas_fcos nas_fpn openimages paa pafpn panoptic_fpn pascal_voc pisa po...