#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
Banking & telecom will potentially spend ₹2,000 cr over 5 years to become #quantum ready. A Feb 2026 roadmap calls for phased adoption of post-quantum cryptography, prioritising critical sectors & targeting nationwide rollout by 2033.
For PSBs, this means auditing existing encryption, mapping exposed systems & piloting PQC post-quantum or hybrid schemes. Since encryption is deeply embedded across apps, payment rails, ATMs, cloud & data centers, the transition will be gradual & costly but the only counter to Harvest Now, Decrypt Later attacks.
India’s first #quantum computing test beds to be set up in Amaravati
https://www.thehindu.com/sci-tech/technology/indias-first-quantum-computing-test-beds-to-be-set-up-in-amaravati/article70841655.ece/amp/
⚡️ Rasmda ko'rib turgan qandilga o'xshash narsa Quantum kompyuteri deb ataladi
Bu haqida ko'proq ma'lumotga ega bo'lishni xohlaysizmi?
👉🏼Birinchi raqamli Windows Blog | #quantum#manba
⚡️ Rasmda ko'rib turgan qandilga o'xshash narsa Quantum kompyuteri deb ataladi
Bu haqida ko'proq ma'lumotga ega bo'lishni xohlaysizmi?
👉🏼Birinchi raqamli Windows Blog | #quantum#manba
⚡️ Rasmda ko'rib turgan qandilga o'xshash narsa Quantum kompyuteri deb ataladi
Bu haqida ko'proq ma'lumotga ega bo'lishni xohlaysizmi?
👉🏼Birinchi raqamli Windows Blog | #quantum#manba
MASSIVE!
National #Quantum Mission achieves 1,000-km secure communication milestone
India has successfully demonstrated a 1,000-km secure quantum communication network, which is one of the longest in the world.
This achievement comes less than two years after the mission's launch in October 2024
Read more: https://www.pib.gov.in/PressReleasePage.aspx?PRID=2250162®=3&lang=2
#tech
Congratulations to Andhra Pradesh CM Chandrababu Naidu for launching India's first indigenous open-access #quantum computing test beds today (World Quantum Day) at SRM University in Amaravati and Medha Towers in Gannavaram.
Part of the Amaravati Quantum Valley initiative, these "Amaravati 1S" (superconducting at SRM) and "1Q" facilities will enable hardware testing, certification, research, and startups—positioning AP as a global quantum hub for innovation in computing, materials, and tech.
#Research
Solana Unveils Quantum-Resistant Vault
Solana developers introduce the *Solana Winternitz Vault*, a quantum-resistant solution using a hash-based signature system that generates unique keys for every transaction. Currently, it's an optional feature rather than a mandatory network upgrade. More details: Decrypt
#Solana#Quantum#Blockchain#Security#Crypto#VC
🌎 Researchers use particle accelerators like the Large Hadron Collider to search for evidence of extra dimensions tied to parallel worlds. These experiments look for missing energy or unusual particle behavior that might reveal hidden spatial dimensions. No direct evidence has been found, but data continues to challenge and refine our understanding of reality’s structure. ✨
#physics⚡#quantum⚡#space
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🌎 Scientists exploring the mysteries of parallel worlds suggest that, according to quantum mechanics, alternate dimensions could exist alongside our own—each with its unique version of reality. Though unproven, this idea helps explain puzzling phenomena in physics and inspires everything from science fiction to cutting-edge research about the nature of our universe. ✨
#physics⚡#quantum⚡#multiverse
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