Category: PyTorch

In this article, we modify the DINOv3 backbone with RetinaNet head for object detection. We train the model on the Pascal VOC dataset and carry out inference. ...

In this article, we modify the DINOv3 model for object detection and train in on the Pascal VOC detection dataset. We discuss the model creation, training, and inference in detail. ...

In this article, we convert the DINOv3 model for semantic segmentation and train it on the Pascal VOC segmentation dataset along with analysis of the results and running inference on images and videos. ...

In this article, we explore DINOv3 for image classification on a card image classification dataset. We cover the DINOv3 models, the model code, training, and inference. ...

In this article, we explore the BiRefNet model for high-resolution dichotomous segmentation. Along with discussing the key elements of the paper, we also create a small background removal codebase usign the pretrained model. ...