Category: Deep Learning

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 create a background replacement application using BiRefNet. We cover the code using Jupyter Notebook and create a Gradio application as well. ...

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. ...

In this article, we cover the introduction to I-JEPA. We start with what is I-JEPA, why we need it, its architecture, evaluation results, and comparison with other similar methods. ...

In this article we use the Web-DINO model for image classification. We modify the Web-DINO 300M model, adding a classification head on top, freezing the backbone, and training on cotton disease classification task. ...