Category: Deep Learning

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. ...

This article covers an introduction to the Unsloth LLM library. It covers the need for Unsloth, the steps to install it, running inference using various language models like Llama 3.1, Gemma2, and Mistral v-0.3, and also understanding the chat templates. ...