Design and Implementation of 3D Animation Data Processing Development Platform Based on Artificial Intelligence

Abstract

Based on the whole process of computer-aided technology, a 3D animation data processing development platform based on artificial intelligence is designed and implemented. A random forest model for animation data processing and development is designed to mine the experience that can guide animation generation from the accumulated animation data. Based on the design goal and implementation principle of animation data processing and development platform, the attributes and categories of random forest model are abstracted. After standardizing a large number of historical data, the training sample set is obtained, and the random forest model is obtained after training. The parameters of the random forest model are continuously optimized by experiments, so that the learning model can better guide the dynamic animation data processing and development platform to generate animation to the satisfaction of users. The designed three-dimensional animation data processing and development platform interacts with the animation generation module, users, and system administrators. It can continuously receive the sample data of the animation generation module, automatically expand the number of training samples, analyze the status of the sample database, and put forward suggestions to the system administrator to update the learning model, so as to realize the initiative of learning. The experimental results show that the designed 3D animation data processing and development platform is effective and feasible.

3D Animated Videos to Improve Student Knowledge at a Primary School in Malaysia

“…The proposed platform for processing and developing 3D animation data is structured into two modules: the learning module and the module for specifying requirements. The following section provide a detailed explanation of the design and implementation of these modules (Gao, 2022).…”

“…The proposed platform for processing and developing 3D animation data is structured into two modules: the learning module and the module for specifying requirements. The following section provide a detailed explanation of the design and implementation of these modules (Gao, 2022). Lazebna and Prykhodko (2021) state that the use of visual media in learning influences learners' memory, visual, auditory, emotional and motor perception.…”