Wrote an article on LinkedIn: From Beginner to World Champion: What 10,000 hours on Kaggle taught me about consistent excellence in Data Science linkedin.com/pulse/from-beg…

Cursor is now free for students. Enjoy!

For people who train classification models with @Pytorch: datasets.ImageFolder is inefficient as it uses PIL for image reading and decoding. And PIL for this task is slow.

Many have no idea what 130 IQ actually means. Below is a graph of college majors by average IQ and gender ratio. Physics students are typically in this range.

Albumentations 2.0.7 is out 🚀 – New: area_for_downscale param (cv2.INTER_AREA for better downscaling) – Support empty mask lists – Fix: ToFloat serialization 🔗 github.com/albumentations… 🔔 albumentations.ai/subscribe/ #CV #DL #PyTorch #Python

"Beyond OpenMP in C++ and Rust?" Wrote a blogpost on the 4 horsemen of performance in modern parallel applications & thread-pool implementations: mutexes, heap allocations, unnecessary CAS, and false sharing ashvardanian.com/posts/beyond-o… Hopefully, the solution isn't too buggy 😅

Albumentations 2.0.8 is out 🚀 – New: area_for_downscale param (cv2.INTER_AREA for better downscaling to RandomSizedCrop and RandomResizedCrop) – Speedups on videos in Dropout and Pad transforms 🔗 github.com/albumentations… albumentations.ai/subscribe/ #CVKMD #DL #PyTorch

📊 Albumentations monthly update (May 2025) - 💰 $275 (+0) in monthly donations - 450(+0.67%) authorized users in UI tool - 5.7M (-12%) in downloads

this is precious

Congratulations to the Sammy Sidhu and the team on the achieving the next milestone! He is, probably, the most skilled ML engineer I've worked with. Great to see that his technical expertise lead to the creation of such powerful product.

my weekend project to learn about bluetooth mesh networks, relays and store and forward models, message encryption models, and a few other things. bitchat: bluetooth mesh chat...IRC vibes. TestFlight: testflight.apple.com/join/QwkyFq6z GitHub: github.com/jackjackbits/b…