Namrah Rehman

Is this the right way to fine-tune DINOv2?

23

I am trying to finetune dinov2 for image classification on a custom dataset (medical image dataset) with the objective of increasing accuracy. The problem is that when I use linear...

How to load ijepa checkpoints?

6

I am trying to use this model for classification of cifar10 in Google Colab. I was trying to load the model to study its layers so I cloned this repo...

LoRA support for image classification and segmentation

4

I had a question regarding LoRA support for image classification and segmentation. I understand that LoRA support is available for both as specified in the following tutorials: https://github.com/huggingface/peft/blob/main/examples/semantic_segmentation/semantic_segmentation_peft_lora.ipynb https://huggingface.co/docs/peft/main/en/task_guides/image_classification_lora but...