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DINOv3 with RetinaNet Head for Object Detection

Sovit Ranjan RathSovit Ranjan Rath November 17, 2025November 17, 2025 0 Comment
DINOv3 with RetinaNet Head for Object Detection

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. ...

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Object Detection with DINOv3

Sovit Ranjan RathSovit Ranjan Rath November 10, 2025November 10, 2025 0 Comment
Object Detection with DINOv3

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. ...

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Semantic Segmentation with DINOv3

Sovit Ranjan RathSovit Ranjan Rath November 3, 2025November 3, 2025 0 Comment
Semantic Segmentation with DINOv3

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. ...

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Image Classification with DINOv3

Sovit Ranjan RathSovit Ranjan Rath October 27, 2025October 27, 2025 0 Comments
Image Classification with DINOv3

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. ...

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Training Gemma 3n for Transcription and Translation

Sovit Ranjan RathSovit Ranjan Rath October 20, 2025October 20, 2025 0 Comment
Training Gemma 3n for Transcription and Translation

In this article, we are training the Gemma 3n model for transcription and translation of German audio files to English using the Unsloth library and creating a Gradio application also. ...

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