Programmer Think

Gated Channel Transformation for Visual Recognition (GCT) This article is a reproduction of an Attention article invested by Baidu & Syndney in CVPR2020. It proposes a general and lightweight change unit, which combines normalization method and Attention mechanism, which is easy to analyze the relationship between channels (competition or ...

Face recognition aircraft war Do you have the following problems: The college has a garden party. Do you want to find an interactive game to show the characteristics of information specialty?The oars set up the stage to recruit new people. They yelled hard and sent out a lot of leaflets. Can't the atmosphere be lively?After watching the liv ...

[paper reproduction competition] ENCNet: Context Encoding for Semantic Segmentation In this paper, the author introduces the Context Encoding Module to improve the effect of semantic segmentation by using global context information in the task of semantic segmentation. The requirement of this replay is that the miou on the Cityscapes verificat ...

introduce Not long ago (in fact, for a long time), the CheXNet model for CT image detection of pneumonia was reproduced with Paddle A visual method CAM is mentioned in the paper, which can visualize the activation of the network. The example is shown in the figure below: [the external chain picture transfer fails. The source station may have ...

1. Project introduction Q-learning: Q-learning was first proposed in 1989 and was initially based on tabular form. DQN: DQN (deep Q network) was proposed only in 2013. It is a Q-learning algorithm based on deep neural network, and it is also the most commonly used Q-learning algorithm at present. Objectives of the project: The DQN algorithm ...

Event background Broad and profound China culture has a long history, and idioms are the cream of China's culture. Idioms are mostly composed of four words, usually with allusions or sources. Some idioms are not difficult to understand literally, such as "making a mountain out of a molehill", "catching up from behind" and s ...

Jet separation system of Shipborne water gun Project background introduction According to the Russian satellite news agency, a ship flying the Vietnamese flag suddenly broke into the waters of southern China and ignored the expulsion warning of our maritime police ship. In this case, we had to use shipborne water guns to drive away the Vie ...

Digital Huarong Road Digital Huarong Road is to rearrange the digital squares on the chessboard in order from left to right and from top to bottom with as few steps and as short a time as possible. Simple classification is spatial sorting that limits movement. Long ago, I wanted to train a model that can play digital huarongdao games by mysel ...

Project background A recent report by the food and Agriculture Organization of the United Nations shows that more than one third of the natural losses of agricultural production each year are caused by agricultural diseases and pests. Many agricultural diseases and pests need to be considered. The traditional methods that rely on laboratory ob ...

Write in front This problem was solved on July 8, 2021. New changes may occur in subsequent versions. Please refer to it carefully. Problem description and mental process According to Baidu paddlepaddle official website The download method is one-way operation. The result is finally verified, a pad utils. run_ Check() to directly report a ...