# Convolutional neural network optimization

ConvNeXT is a pure convolutional model inspired by vision Transformer designs, pretrained on ImageNet-22k and fine-tuned on ImageNet-1k, outperforming traditional Transformers.

ConvNeXT is a pure convolutional model (ConvNet) inspired by Vision Transformer designs, claiming to outperform Transformers. This model was trained on the ImageNet-1k dataset at a resolution of 384x384.