#jupyter_notebook
DINOv2 is a powerful AI model from Meta AI that learns to understand images without needing labeled data, using self-supervised learning. It was trained on 142 million images and creates strong visual features that work well for many tasks like image classification, depth estimation, and segmentation without extra fine-tuning. You can use its pretrained models easily with simple classifiers, saving time and effort. DINOv2 is efficient, scalable, and performs better than many other models, making it great for building versatile computer vision applications quickly and accurately. It’s open-source and ready to use with PyTorch.
https://github.com/facebookresearch/dinov2
Ventoy — fleshkani bir marta tayyorlab, keyin unga istagancha ISO faylni oddiy copy-paste qilib boot qiladigan dastur. Har safar Rufus kabi qayta format qilish shart emas.
Nega zo'r:
✅ Bitta fleshkada birqancha ISO fayllarni saqlasa bo'ladi
✅ ISO ni “yozish” shart emas — tashlab qo'yasiz xolos
✅ UEFI + Legacy BIOS ishlaydi
✅ Secure Boot qo‘llaydi
✅ 4 GB dan katta ISO ham bemalol ishlaydi
Masalan, 64 GB fleshka bo‘lsa ichiga:
Windows 10.iso
Windows 11.iso
Windows 7.iso
solib qo‘yasiz. Kompyuterni fleshkadan yoqasiz, menyu chiqadi — qaysi ISO kerak bo‘lsa tanlaysiz.
Batafsil to'liqroq tushunish uchun ushbu videoni ko'ring: link
📊Bizning barcha loyihalar | #ventoy
Ventoy
https://www.ventoy.net/en/index.html
Ventoy is an open source tool to create bootable USB drive for ISO/WIM/IMG/VHD(x)/EFI files.
With ventoy, you don't need to format the disk over and over, you just need to copy the ISO/WIM/IMG/VHD(x)/EFI files to the USB drive and boot them directly.
You can copy many files at a time and ventoy will give you a boot menu to select them (screenshot).
x86 Legacy BIOS, IA32 UEFI, x86_64 UEFI, ARM64 UEFI and MIPS64EL UEFI are supported in the same way.
Most type of OS supported (Windows/WinPE/Linux/Unix/VMware/Xen...)
#Ventoy#bootableUSBdrive#ISO#OpenSource