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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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Fine-Tuning Gemma 3n for Speech Transcription

Sovit Ranjan RathSovit Ranjan Rath October 13, 2025October 13, 2025 0 Comments
Fine-Tuning Gemma 3n for Speech Transcription

In this article, we are fine-tuning Gemma 3n for German speech transcription using the Unsloth library and running evaluations before and after training. ...

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Multimodal Gradio App with Together AI

Sovit Ranjan RathSovit Ranjan Rath October 6, 2025October 6, 2025 0 Comment
Multimodal Gradio App with Together AI

In this article, we create a multimodal Gradio application with Together AI models for chatting LLMs & VLMs, generating images, and automatic speech transcription using OpenAI Whisper models. ...

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