Habr5d ago

Четыре грабли, один вихрь и 60% на CIFAR-10 с M0+

Продолжение цикла. До этого были базовые цифры и анонс 5 архитектур. Теперь - что сломалось, как чинили, что узнали.

https://habr.com/ru/articles/1050030/

#TernML #тернарные_нейросети #TinyML #микроконтроллеры #QAT #ViT #CNN #GraphKAN #CortexM0+ #квантование

Четыре грабли, один вихрь и 60% на CIFAR-10 с M0+

Продолжение цикла. До этого были базовые цифры и анонс 5 архитектур. Теперь - что сломалось, как чинили, что узнали. GraphKAN: полный датасет меняет всё В прошлых постах я показывал 96.15% на MNIST на...

Хабр
TRIPMAP MarketplaceApr 16

Vít chặt trong khớp nối thép không gỉ thực sự ảnh hưởng đến độ trượt và tốc độ của động cơ bước như thế nào?

https://marketplace.tripmap.vn/product/khop-noi-hoa-man-thep-khong-gi-thanh-vit-chat

#dongcobuoc #vit #thepkhonggi #dotruot #tocdo

Khớp nối hoa mận thép không gỉ - Thanh vít chặt, điều chỉnh tốc độ, dùng cho động cơ bước & servo, giá ưu đãi 283.535₫ | Tripmart

Khớp nối hoa mận bằng thép không gỉ với thanh vít chặt giúp gắn kết chắc chắn, thích hợp cho động cơ bước và servo. Thiết kế cho phép điều chỉnh tốc độ linh hoạt, đáp ứng nhu cầu của robot tự động, máy móc gia dụng cao cấp. Giá ưu đãi 283.535₫.

TRIPMAP Marketplace
Ted Pavlic (he/him)Apr 13
Put together this "Toward Multimodal #AI" explainer widget. Starts with a motivation for why #ViT's over CNN's, introduces joint embedding spaces (like #CLIP), and then shows how to adapt those spaces as inputs to #LLM's for true multimodal reasoning.
https://tpavlic.github.io/asu-bioinspired-ai-and-optimization/transformers/toward_multimodal_AI.html
Toward Multimodal AI — interactive explainer

Interactive explainer tracing the path from CNNs and patch embeddings to Vision Transformers (ViT), CLIP-style contrastive pretraining, and modern multimodal architectures — showing how a single attention mechanism unifies vision and language.

🅱🅸🅶🅾🆁🆁🅴.🅾🆁🅶Mar 27
Aviation weather for Vitoria/Foronda airport in Alava area (Spain) is “METAR LEVT 271230Z 01009KT 330V040 9999 FEW018 BKN030 08/05 Q1024” : See what it means on https://www.bigorre.org/aero/meteo/levt/en #vitoriaforondaairport #airport #alava #spain #levt #vit #metar #aviation #aviationweather #avgeek vl
Vitoria/Foronda airport in Alava (Spain) aviation weather and informations LEVT VIT

Aviation weather with TAF and METAR, Maps, hotels and aeronautical information for Vitoria/Foronda airport in Alava (Spain)

Bigorre.org
🅱🅸🅶🅾🆁🆁🅴.🅾🆁🅶Mar 3
Aviation weather for Vitoria/Foronda airport in Alava area (Spain) is “LEVT 031200Z VRB02KT 9999 FEW060 13/07 Q1020” : See what it means on https://www.bigorre.org/aero/meteo/levt/en #vitoriaforondaairport #airport #alava #spain #levt #vit #metar #aviation #aviationweather #avgeek vl
Vitoria/Foronda airport in Alava (Spain) aviation weather and informations LEVT VIT

Aviation weather with TAF and METAR, Maps, hotels and aeronautical information for Vitoria/Foronda airport in Alava (Spain)

Bigorre.org
🅱🅸🅶🅾🆁🆁🅴.🅾🆁🅶Feb 24
Beautiful weather for takeoff from Vitoria/Foronda airport in Alava area (Spain) “LEVT 241130Z 24008KT 200V270 CAVOK 17/06 Q1019” : See what it means on https://www.bigorre.org/aero/meteo/levt/en #vitoriaforondaairport #airport #alava #spain #levt #vit #metar #aviation #aviationweather #avgeek vl
Vitoria/Foronda airport in Alava (Spain) aviation weather and informations LEVT VIT

Aviation weather with TAF and METAR, Maps, hotels and aeronautical information for Vitoria/Foronda airport in Alava (Spain)

Bigorre.org
🅱🅸🅶🅾🆁🆁🅴.🅾🆁🅶Feb 13
Aviation weather for Vitoria/Foronda airport in Alava area (Spain) is “LEVT 131200Z 23008KT 200V260 9999 FEW014 BKN070 08/07 Q0989” : See what it means on https://www.bigorre.org/aero/meteo/levt/en #vitoriaforondaairport #airport #alava #spain #levt #vit #metar #aviation #aviationweather #avgeek vl
Vitoria/Foronda airport in Alava (Spain) aviation weather and informations LEVT VIT

Aviation weather with TAF and METAR, Maps, hotels and aeronautical information for Vitoria/Foronda airport in Alava (Spain)

Bigorre.org
Show threadAnkur Sinha "FranciscoD"Jan 20

@dzwiedziu

It does allow you to specify what project you want to add the new tasks to. But, please feel free to tweak it for your particular needs.

I am aware of the python libraries. There's `tasklib` that the taskwarrior upstream maintains (and is used by other task related tools I use like #vit) :

https://github.com/GothenburgBitFactory/tasklib

I thought these felt a bit overkill for this simple script, but they can certainly be used. Here I rely on plain parsing of the json export.

GitHub - GothenburgBitFactory/tasklib: A Python library for interacting with taskwarrior databases.

A Python library for interacting with taskwarrior databases. - GothenburgBitFactory/tasklib

GitHub
💧🌏 Greg CocksJan 18
Improving Forest Loss Mapping In Nepal Using Landtrendr Time-Series And Machine Learning
--
https://doi.org/10.1016/j.rsase.2025.101864 <-- share paper
--
“HIGHLIGHTS:
• ViT-based forest mask, multispectral ensemble LandTrendr and terrain shadow mask.
• District-level RF/XGBoost model training with expert-weighted validation.
• Outperformed GFC and REDD + AI benchmarks in accuracy and F1 performance.
• RF excelled in High Mountains/Himalayas; XGBoost in the lower Mountain regions.
• NBR contributed the most; snow-impacted forest loss uncertainty was observed..."
#Forestdisturbance #forest #disturbance #remotesensing #LandTrendr #workflow #timeseries #ViT #RF #XGBoost #GEE #Nepal #ForestNepal #spatial #GIS #mapping #earthobservation #landsat #Himalayas #mountains #alpine #vegetation #AI #multispectral #monitoring #spatialanalysis #spatiotemporal #loss #change #machinelearning #NDR #conservation #planning #policy #mitagion #ecology #Karnali #Bagmati, #Darchula #Siwalik #GlobalForestChange #Degradation
🅱🅸🅶🅾🆁🆁🅴.🅾🆁🅶Nov 22, 2025
Aviation weather for Vitoria/Foronda airport in Alava area (Spain) is “LEVT 221200Z 22009KT 9999 FEW020 07/03 Q1028” : See what it means on https://www.bigorre.org/aero/meteo/levt/en #vitoriaforondaairport #airport #alava #spain #levt #vit #metar #aviation #aviationweather #avgeek vl
Vitoria/Foronda airport in Alava (Spain) aviation weather and informations LEVT VIT

Aviation weather with TAF and METAR, Maps, hotels and aeronautical information for Vitoria/Foronda airport in Alava (Spain)

Bigorre.org