This documents the training and evaluation of a Hybrid CNN-LSTM Attention model for time series classification in a dataset. The model combines convolutional neural networks (CNNs) for feature ...

本项目使用CNN2d-LSTM模型实现对暴力视频的鉴别任务，也可用于所有视频分类任务。 前向传递思想：使用CNN提取每一帧特征，之后将提取出的所有特征送入LSTM计算视频特征，接着对视频特征采用不同方式进行分类。 反向传递思想：CNN-LSTM模型中，LSTM每次输入都 ...

Other CNN models, the CNN-LSTM model and the LSTM-ALO model have certain deviations in prediction ... and the agreement between the fitting line and points in the density correlation diagram is high.

In this paper, the artificial neural network method is used to establish the corresponding intelligent track correlation model and method according to the characteristics of swarm targets. Precisely, ...