Category: Image Segmentation

In this article, we conduct multi-class semantic segmentation results by training the DINOv2 model. ...

In this article, we simply the semantic segmentation (pixel classification) head of the DINOv2 model and carry out experiments comparing fine-tuning and transfer learning. ...

In this article, we modify the DINOv2 model for semantic segmentation, freeze the backbone, and train the model on the Penn-Fudan Pedestrian segmentation dataset. ...

In this article, we explore how several foundation models in VLMs, Image Segmentation, and multi-modal models like CLIP help in open-ended class agnostic segmentation and detection tasks. ...

In this article, we will be pretraining a semantic segmentation model on the COCO dataset and run inference to analyze the results. ...