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#MachineLearning

61 posts58 participants6 posts today

Collabora's machine learning team wins 1st place in ICME 2025 Grand Challenge on Video Super-Resolution for Video Conferencing! Their innovative mixture-of-experts framework enhances screen content super-resolution, combining ITSRN and diffusion-based text refinement. #AI #MachineLearning #VideoConferencing

dub.sh/ZeLgJb3

Collabora | Open Source ConsultingCollabora takes first place at ICME 2025 Grand ChallengeCollabora has taken first place in Track 3 of the ICME 2025 Grand Challenge on Video Super-Resolution for Video Conferencing!

Week 53: Team size | #DSbook #writingprocess #datascience

>> youtube.com/shorts/FaMNqgRquWg

Small R&D teams find themselves functioning in a cohesive, highly unstructured environment, with very fuzzy task specifications and seemingly unfeasible expectations, at least in the beginning.

For more details, check out: apneacoding.blogspot.com/2024/

Many people write Python scripts to automate tasks, but without proper structure, these scripts can quickly become hard to maintain. If you're planning to write a script, check out this Real Python article by @rgoswami Your future self (and your teammates) will thank you.

realpython.com/python-script-s

realpython.comHow Can You Structure Your Python Script? – Real PythonStructure your Python script like a pro. This guide shows you how to organize your code, manage dependencies with PEP 723, and handle command-line arguments.