The week's most popular research papers in #AI, #DataScience, #MachineLearning, and #ComputerVision - delivered straight to your inbox every Saturday. deepai.org/this-week-in-ai

The hard truths of climate change — by the numbers. A set of troubling charts shows how little progress nations have made toward limiting greenhouse-gas emissions. nature.com/articles/d4158…

The ecologist who wants to map everything nature.com/articles/d4158…

If your classifier is "99% accurate", either you're using the wrong metric (a metric this high is not informative), or you have an overfitting or leakage problem. Metrics are feedback points on the way towards better models. Not trophies to show off. They should be actionable.

Our team discussing #DataAugmentaion in a 3-day #geospatial #DeepLearning #ComputerVision training given by DataPink that we are hosting at #JRC EU_ScienceHub . Promising!

DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision deepai.org/publication/de… by Duc Tam Nguyen et al. #NeuralNetwork #ComputerScience

🌳Global forest area is now 68% of estimated pre-industrial levels #Nature can be conserved, restored and used sustainably🐒 —ipbes #GlobalAssessment Look at #CostaRica: a change of policies can reverse environmental damage and #biodiversity decline🦎

A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology deepai.org/publication/a-… by James R. Clough et al. including @Julia Schnabel #NeuralNetwork #ComputerVision

Primeros apuntes sobre la sentencia. Voy por orden: 1) La sentencia es sorprendentemente corta (493 páginas). La del juicio del atentado de Madrid del 11-M (similar en complejidad, en duración del juicio -57 vs. 52 sesiones-, por número de testigos -300 vs. 422) tuvo 722 páginas!

Tejero fue condenado a 10 años por un golpe de estado, armado y abriendo fuego real en el congreso de los diputados.. Los responsables independentistas han sido condenados a 13 años por poner urnas y facilitar que el pueblo decida su futuro.. #SpainIsAFascistState

LA VIÑETA | La sentencia, por Bernardo Vergara @BeVergara eldiario.es/_38ce75de vía elDiario.es

bloomberg.com/amp/opinion/ar…

Video that shows the friendly connivance between the Police with the fascist groups that were concentrated by the “Unit of Spain”. Police allow fascist to freely move (riot) more than 3km until found a victim. They beat a young boy who was alone. #AlertaUltra #VagaGeneral

La policía espanyola de caçera pels carrerons de Girona aquesta nit. S'amagen a una cantonada, arriba caminant un noi pacífic amb una estelada i li tiren una ampolla i l'apallissen. No dono crèdit. En serio. Estic al.lucinant. #SpainIsAFascistState

'We need policy that promotes sustainable products & fewer pesticides more plants in our diet fewer animal-based products high meat consumption fuels demand for soy, used as feed for cattle, & contributes to #extinction' Josef Settele, #GlobalAssessment dw.com/en/to-stop-an-…

TensorMask!

Pequeño hilo de algo que me ha inquietado. A little thread about something that concerns me, English translation at the bottom.

@WindItalia I want t know how cn this services cn be activated without acepting t terms of conditions r you selling my number?Please explain

Gracias Vueling Airlines por el viaje! I mejores les vistas!:)