Adjusting anchor boxes in image recognition and detecting dense objects with high IoU thresholds
Adjusting anchor boxes in image recognition and detecting dense objects with high IoU thresholds
Anchor Boxes...
画像認識技術
Overview of EfficientDet and examples of algorithms and implementations
EfficientDet
EfficientDet will be one of the computer vision models with high performance in the object detec...
Overview of Mask R-CNN and examples of algorithms and implementations
Mask R-CNN
Mask R-CNN (Mask Region-based Convolutional Neural Network) is a deep learning-based architecture ...
Detection of small objects by image pyramids and high-resolution feature maps in image detection
Detection of small objects by image pyramids and high-resolution feature maps in image detection
Detecting sm...
Adding a head (e.g., regression head) to refine positional information to the object detection model
Adding a head (e.g., regression head) to refine positional information to the object detection model
Adding a...
About LeNet-5
Overview of LeNet-5
LeNet-5 (LeNet-5) is one of the most important historical neural network models in the fi...
EfficientNet
Overview of EfficientNet
EfficientNet is one of the lightweight and efficient deep learning models and convol...
About AlexNet
AlexNet
AlexNet, a deep learning model proposed in 2012, is a breakthrough in computer vision tasks. Convolut...
About DenseNet
DenseNet（Densely Connected Convolutional Network）
DenseNet (Densely Connected Convolutional Network) was prop...
Automatic generation by machine learning
Automatic Generation by Machine Learning
Overview
Automatic generation through machine learning would be o...