This repository contains the implementations in PyTorch of the Perceiver model from the paper Perceiver: General Perception with Iterative Attention. I try to implement the model as close as possible to the original paper. The model is trained on the Modelnet40 dataset, and the training script is provided in the repository.
- datasets: contains the folder of the dataset used in the experiments, in this case Modelnet40
- image: contains the schematic representation of the Perceiver model
- paper: all papers used in this project
- src: contains the implementation of the Perceiver model
- train: contains the training script of the Perceiver model
- test: contains the unittest of the Perceiver model