Category: Deep Learning

In this article, we create a simple SAM 3 Gradio UI for image and video segmentation. SAM 3 UI supports segmenting objects belonging to the different categories while using less than 10GB VRAM. ...

In this article we cover the SAM3 model. We discuss the SAM3 paper briefly including the motivation, the architecture, and the data engine. Next, we move on to image and video inference using SAM3. ...

In this article, we cover the explanation of the Hunyuan3D 2.0 technical report and create a Runpod Docker Image for the same for smoother execution of image-to-3D workflows. ...

In this article we carry out optimizations for the image-to-3D pipeline in terms of VRAM usage, multi-object generation from prompts, and improved UI. The pipeline uses Qwen3-VL, BiRefNet, and Hunyuan3D models. ...

In this article, we cover image-to-texture for 3D meshes using Hunyuan3D, Qwen3-VL, and BiRefNet models ...