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原创 目标检测YOLO系列学习记录
目标检测YOLO系列学习记录前言一、YOLOv1二、YOLOv2前言最近要用到目标检测网络,为了更好理解YOLO系列检测算法,跟着bilibili的up主(视频链接)学习一下,同时做一些笔记加深印象。一、YOLOv1首先将图片分成S*S个grid cell(S=7),如果目标的中心落在某个cell里,那么这个cell就负责预测这个目标,每个网格预测B个bounding box(B=2)。除了预测位置之外,附带预测一个confidence值和C(VOC数据集的C=20)个类别的分数。SSD和Fa.
2021-10-12 00:47:56
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原创 Decoders Matter for Semantic Segmentation:Data-Dependent Decoding...论文阅读/翻译
Decoders Matter for Semantic Segmentation:Data-Dependent Decoding Enables Flexible Feature Aggregation论文阅读&翻译论文地址AbstractIntroductionOur ApproachBeyond Bilinear: Data-dependent UpsamplingIncorporating DUpsampling with Adaptive- temperature SoftmaxFlexi
2020-07-06 16:03:41
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原创 Dual Attention Network for Scene Segmentation论文阅读&翻译
Dual Attention Network for Scene Segmentation论文阅读&翻译论文地址AbstractIntroductionDual Attention NetworkOverviewPosition Attention ModuleChannel Attention ModuleAttention Module Embedding with NetworksExperimentsPASCAL VOCPASCAL ContextCOCO Stuff论文地址论文链接:
2020-07-02 18:01:51
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原创 PointRend: Image Segmentation as Rendering论文阅读&翻译
PointRend: Image Segmentation as Rendering论文阅读&翻译论文地址AbstractIntroductionMethodPoint Selection for Inference and TrainingInferenceTrainingPoint-wise Representation and Point HeadFine-grained featuresCoarse prediction featuresPoint head论文地址论文链接:https
2020-07-01 18:00:17
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原创 Mask Encoding for Single Shot Instance Segmentation论文阅读/翻译
Mask Encoding for Single Shot Instance Segmentation论文阅读/翻译论文地址AbstractIntroductionOur MethodNetwork ArchitectureMask EncodingCompact RepresentationMask ReconstructionLoss FunctionCorrelation Between Boxes and MasksExperiments一些结果的可视化COCO数据集上的结果对比论文地址论文链接
2020-06-27 23:08:55
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原创 Context Prior for Scene Segmentation论文阅读/翻译
Context Prior for Scene Segmentation论文阅读/翻译论文地址AbstractIntroductionContext PriorAffinity LossContext Prior Layer ContextAggregation ModuleNetwork ArchitectureExperimentsADE20KCitySpacePascal Context论文地址论文链接:https://arxiv.org/pdf/2004.01547.pdf.源码连接:ht
2020-06-27 01:00:58
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原创 Strip Pooling: Rethinking Spatial Pooling for Scene Parsing论文阅读&翻译
Strip Pooling: Rethinking Spatial Pooling for Scene Parsing论文阅读论文地址AbstractIntroductionMethodologyStrip PoolingStrip Pooling Module功能快捷键合理的创建标题,有助于目录的生成如何改变文本的样式插入链接与图片如何插入一段漂亮的代码片生成一个适合你的列表创建一个表格设定内容居中、居左、居右SmartyPants创建一个自定义列表如何创建一个注脚注释也是必不可少的KaTeX数学公式新的
2020-06-23 19:08:03
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