Object detection backbone
由 T Liang 著作 · 2021 · 被引用 3 次 — Index Terms—Deep Learning, Object Detection, Backbone Networks, Composite Architectures. ♢. 1 INTRODUCTION. OBJECT detection is one of the ... ,由 T Liang 著作 · 2021 · 被引用 3 次 — Modern top-performing object detectors depend heavily on backbone networks, whose advances bring consistent performance gains through exploring ...
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 Object detection backbone 相關參考資料
Backbone network in Object detection - Stack Overflow
We directly use a pre-trained VGGNet or ResNet backbone. Although the backbone is pre-trained for classification task, the hidden layers ... https://stackoverflow.com CBNetV2: A Composite Backbone Network ... - arXiv
由 T Liang 著作 · 2021 · 被引用 3 次 — Index Terms—Deep Learning, Object Detection, Backbone Networks, Composite Architectures. ♢. 1 INTRODUCTION. OBJECT detection is one of the ... https://arxiv.org CBNetV2: A Composite Backbone Network Architecture for ...
由 T Liang 著作 · 2021 · 被引用 3 次 — Modern top-performing object detectors depend heavily on backbone networks, whose advances bring consistent performance gains through exploring ... https://arxiv.org Convolutional Neural Networks Backbones for Object Detection
由 AB Amjoud 著作 · 2020 · 被引用 9 次 — The convolutional neural networks (CNNs) represent the heart of state-of-the-art object detection methods. They are used for extracting features ... https://link.springer.com DetNAS: Backbone Search for Object Detection
由 Y Chen 著作 · 2019 · 被引用 105 次 — image classification and object detection. In this work, we present DetNAS to use. Neural Architecture Search (NAS) for the design of better backbones for ... http://papers.neurips.cc DetNAS: Backbone Search for Object Detection - NeurIPS ...
由 Y Chen 著作 · 2019 · 被引用 105 次 — Authors. Yukang Chen, Tong Yang, Xiangyu Zhang, GAOFENG MENG, Xinyu Xiao, Jian Sun. Abstract. Object detectors are usually equipped with backbone networks ... https://papers.nips.cc DetNet: A Backbone network for Object Detection - arXiv
由 Z Li 著作 · 2018 · 被引用 180 次 — Abstract: Recent CNN based object detectors, no matter one-stage methods like YOLO, SSD, and RetinaNe or two-stage detectors like Faster ... https://arxiv.org DetNet: Design Backbone for Object Detection - ECVA ...
由 Z Li 著作 · 被引用 124 次 — (i) Recent detectors,. e.g., FPN, involve extra stages compared with the backbone network for Ima-. geNet classification in order to detect objects with various ... https://www.ecva.net Serial-to-Parallel Backbone Search for Object Detection - CVF ...
由 C Jiang 著作 · 2020 · 被引用 22 次 — Advanced object detectors usually adopt a backbone net- work designed and pretrained by ImageNet classification. Recently neural architecture search (NAS) ... https://openaccess.thecvf.com [读论文]DetNet: A Backbone network for Object Detection - 知乎
2018年6月26日 — [读论文]DetNet: A Backbone network for Object Detection · 最近的目标检测器，比如FPN和RetinaNet与图像分类相比，都有额外的stage用多尺度来处理物体。 https://zhuanlan.zhihu.com |