Category: Object Detection

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, are grounding the Qwen3-VL object detection capabilities with SAM2 segmentation. The pipeline uses Qwen3-VL to detect objects via natural language whose coordinates are then fed to the SAM2 model for segmentation. ...

In this article, we explore the DEIMv2 object detection model based on the DINOv3 and HGNetv2 backbones, along with carrying inference on images and videos. ...

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. ...