#jupyter_notebook
DINOv3 offers powerful self-supervised vision models from Meta AI, like ViT up to 7B parameters and ConvNeXt, pretrained on 1.7B web or satellite images. Load them easily via PyTorch Hub, Hugging Face Transformers (v4.56+), or timm (v1.0.20+), with code examples for features, depth, detection, and segmentation. You benefit by using these top-performing, dense features without fine-tuning or labels—saving time and compute for tasks like classification, object detection, and zero-shot analysis on your images.
https://github.com/facebookresearch/dinov3
Withering soul
Little by little she dies everyday
Demons everywhere she's losing her sight
Pain has reached her bones
Breathing freely is a luxury now
she resists but she knows she is a withering soul
she is screaming but can anyone hear her?
The world's gone deaf
All eyes are shut, no one sees what's right in front of them
She is not the only one
She won't be the last one
Time is a flat circle, Nietzsche said
Once upon a time humans came into this world, cursed to repeat their doings time and time and time again
Fading souls don't await the eternal rest
There is no rest, there is no end to their agony
Trapped they are, born prisoners
Freedom was never a dream only an illusion
#review
#modern#poetry
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