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Source channel @githubtrending · Post #15365 · Dec 24

#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

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🇿🇦Херманус — уютный городок на юго-западе ЮАР, всего в 120 км от Кейптауна. Зимой и весной сюда съезжаются туристы, чтобы наблюдать величественных южных китов 🐳. А ещё Херманус — любимое место жизни для пенсионеров, ценящих море, тишину и природу. 🏡🌅 📸 Фото и видео: https://t.me/annauar/2801 #ЮАР#Природа#Киты#Океан#Херманус#Туризм#Путешествия#ЗападныйКейп ___________________ 🇿🇦Hermanus, a charming coastal town in South Africa’s Western Cape, lies just 120 km (75 mi) from Cape Town Famous for spectacular Southern Right whale watching 🐳 during winter and spring, it’s also a beloved retirement haven. 🏡🌅 📸 Photos & Video: https://t.me/annauar/2801 #Hermanus#Whales#Whalewatching#SouthAfrica#Nature#Travel#WesternCape