Gen Apollo

We are at WAR

[Canario Today @CanarioToday]

Todo perfectamente preparado para aparentar una realidad que no existe.

[Paul Embery @PaulEmbery]

Here’s the problem. The liberal political class wants us to treat atrocities like Belfast as single, random, isolated incidents. “Yes, it’s horrific, but don’t overreact,” they say. “Let the police do their job. Justice will be delivered. Let’s remain united,” and so on.

But the public can see that such incidents *aren’t* random or isolated. They are, in fact, all the consequence of massive state failure in the area of asylum and immigration. All roads lead back there.

That’s why people are angry.. They are sick of the platitudes that get trotted out after each fresh incident. They don’t want to hear them anymore. They know that the decisions of establishment politicians have brought us to this current pass, and they don’t trust those same politicians to fix things, especially when some of them refuse to even recognise that the public’s anger is justified.

There has been a huge vibe shift in recent years. Imagine - God forbid - there were another 7/7. Does anyone think the public response would be anything like as restrained as it was then? We are in really dangerous territory.

The public don’t want flowers and candles and “Don’t let them divide us.” They want someone who says, “I recognise that the state has failed abjectly. We have allowed far too many people to settle in the country without knowing who they truly are. It has disrupted your communities. Your anger is justified. And I will do everything in my power to put things right.”

Any politician unwilling to articulate that message, fully and sincerely, is effectively sanctioning more years of growing social disharmony and discord. Things cannot heal until those in power recognise the extent of the problem and what it will take to fix it. And, on both counts, most of them don’t.

That’s why the next few years are going to be very, very turbulent.

[Weronika Rogowska @Rogowskawero]

My stay in Brussels radicalized me.

After many conversations with politicians and activists, I realized how broken the system is. The EU feels like a modern version of socialism—more polished, better marketed, and wrapped in appealing slogans.

Too many people buy the illusion without questioning the results: cultural fragmentation, rising crime, growing dependency, and declining public trust.

The system rewards victimhood and complacency instead of ambition, responsibility, and excellence.

This is a model of decline.

We need a Europe that rewards hard work, innovation, family formation, and self-reliance. A society that inspires people to build, create, and reach their full potential.

Europe is at a crossroads. The time for a Revolution! 🇪🇺

[David Sinclair @davidasinclair]

30 years of research came down to one moment. Was honored to be there. Congrats to the team! 👏

[Canario Today @CanarioToday]

@dsegoviaatienza Si fueran musulmanes Madrid estaría ardiendo, como París.

Pero ahí vemos normalidad total.

[Yohan @yohaniddawela]

Geospatial models has a strange problem. It can recognise a house in one crop, then forget the road network around it a few kilometres later.

That’s because most remote sensing models are still built around small image tiles. They label patches of land, one crop at a time. A building is a building. A road is a road. A field is a field.

But satellite imagery doesn’t work like a folder of neatly cropped photos. It comes as huge scenes covering hundreds of square kilometres, where the meaning of a pixel often depends on what surrounds it.

A narrow strip of water could be a river, canal, drainage channel, or pond edge. A pale rectangle could be a roof, greenhouse, road surface, or bare ground. The local texture gives clues, but the wider geography often gives the answer.

This creates a bit of a trade-off.

Use small crops and the model keeps sharp detail, but loses context. It can see the road surface, but loses the road network. It can label water pixels, but loses the shape that tells you whether it’s a pond, river, lake, or canal.

Use the full image and the model gets the broader scene, but fine detail gets compressed. Narrow roads blur. Small buildings disappear. Boundaries get messy.

A new paper from Beihang University and NTU tries to solve this with SFR-Net, a model for ultra-wide area remote sensing segmentation.

The core idea is pretty simple: make the model look at the same place from multiple “altitudes” at once.

For each target area, SFR-Net creates three aligned views. A local view for fine detail. A short-range view for nearby context. A long-range view for the wider landscape.

All three are centred on the same location. The model isn’t stitching together random tiles. It’s building a stack of views around one place, closer to how a person might move between a drone image, a city map, and a regional map.

The authors call this a scale-frustum representation.

Then the model fuses the views in stages. First, the local view absorbs nearby context. Then that richer view absorbs the broader scene. Instead of choosing between detail and context, it builds from one into the other.

The results are meaningful.

On GID, SFR-Net reaches 74.67% mIoU and 86.94% overall accuracy, beating the previous best by 1.72 percentage points in mIoU.

On FBPS, the harder dataset with 24 fine-grained land-cover classes, it reaches 77.24% mIoU and 92.91% overall accuracy. That’s a 4.29 point mIoU gain over the previous best.

That second result is the more interesting one. Fine-grained land-cover mapping is where the confusion gets worse: river versus pond, road versus bare ground, small building versus surrounding urban fabric.

The model improves most where geography starts doing the work that texture can’t.

Remote sensing models have borrowed heavily from normal computer vision. That helped the field move fast, but aerial imagery has a different structure. Roads, rivers, forests, cities, and fields are spatial systems. Their meaning depends on scale, shape, continuity, and surroundings.

[EDATV @edatvoficial]

🇪🇸 ‼️ | Marcos de Quinto: «Todavía no han sido vencidos, simplemente han sido descubiertos. Por ello, hoy más que nunca, la ciudadanía ha de estar alerta para plantar cara a estos delincuentes».

[Barcos🇦🇷🇧🇷 @14_universal200]

@TraductorTeAma No se extinguieron todavia esas mierdas?, Me refiero a los putos y a los negros.

[Rubén Pulido @rubnpulido]

Este señor tiene muy clara una cosa, su tierra y su identidad son sagradas. Y no, no os hablo de regionalismos exacerbados ni de nada que se le parezca. Simplemente él sabe cómo era Canarias hace una década y sabe perfectamente cómo es Canarias hoy, porque nació allí y porque quiere que su familia pueda vivir en las islas como él vivió. Seguid a mi admirado @CanarioToday y apoyad su lucha.

[Canario Today @CanarioToday]

🔥 El Gobierno de Canarias subvencionará la contratación de jóvenes en empresas y dará mejor puntuación para el acceso a quienes contraten a determinados colectivos, entre ellos los inmigrantes.

Una vez más, nuestros jóvenes quedan por detrás.

[Ana Vázquez Blanco @anadebande]

El Gobierno negó hasta en 10 respuestas parlamentarias al PP, las reuniones de Leire Díaz con la actual Directora General de la Guardia Civil.
Hoy sabemos que fueron hasta 3 reuniones y cientos de wasaps.
Son una mafia al servicio de una banda criminal.
#MarlaskaDimisión

[Miguel Tellado @Mtelladof]

Señor Marlaska, ha mentido reiteradamente y su subordinada le ha dejado en evidencia.

Recoja sus cosas y márchese.

https://t.co/AM57lP2l42

[EL ESPAÑOL @elespanolcom]

❌🎶 "No me harán odiar a Bad Bunny, todo el mundo tiene contradicciones"

👉 Esto ha dicho Inés Hernand, famosa comunicadora que nos han presentado como referente del feminismo

🗣️ Por @Paulafraga__

[LA GACETA @gaceta_es]

La alto cargo que firma la orden para dar el derecho al voto a nietos de falsos exiliados y alterar el censo electoral es la hermana de Óscar Puente

https://t.co/ICTUDB8fFK

[Clonazepam @Clonazepamers]

⬅️A la izquierda, Rita Maestre indignada diciendo que Roro era una ultreligiosa muy peligrosa por cocinarle al novio.

➡️A la derecha, defendiendo a Bad Bunny porque "Es un cantante, no un líder espiritual" y "hablar de sехо, mover el culo o perrear no es machista".

Hipócritas😭

[Gabriel Araújo @GabrielAraujoES]

En realidad Correos perpetró varias irregularidades electorales bajo la presidencia del amigo de Sánchez Juan Manuel Serrano y bajo gestión directa de Leire Díez.
Una de ellas, fue que engañaron a los ciudadanos diciendo que iban a abrir todas las oficinas de Correos para votar el fin de semana anterior, pero NO las abrió en zonas de voto conservador como por ej. en Boadilla del Monte o La Moraleja.
La consecuencia directa fue que muchos votantes conservadores de Boadilla se quedaron sin votar, pero sí pudieron votar los de Vallecas, La Latina, Aluche, etc.
Estas son páginas de mi informe a la Junta Electoral Central, el cual fue rechazado porque dicen que ellos no tienen competencias en esta materia. O sea que son incompetentes, dicen ellos mismos.

[Martin Varsavsky @martinvars]

Lo sorpendente no es que esto ocurra es que los europeos invitan a que esto ocurra. Toleran que esto ocurra. Pagan para que esto ocurra.

[Isabel Durán @IsabelDuran_]

🔴Así pretende Sánchez ganar por primera vez las próximas elecciones generales:

⚠️Sánchez acelera el asalto al censo para las generales sacando del control de los funcionarios la nacionalización masiva en Argentina https://t.co/zzM05fFoLO a través de @eldebate_com

[Cris Bravo Bosch @Cristi_latin]

La cosa es cada vez peor:

No pasaron 3 minutos entre que llegó la policía, lo esposaron, se desmayó, le quitaron las esposas y murió, como yo había entendido.

Fue una puta hora.
En lugar de llevarlo a un hospital a 4 minutos de allí, lo tuvieron una hora.
En el suelo.
Esposado.
Arrastrado al principio y burlándose de él.
Una puta hora.
Le leyeron sus derechos estando él ya semiinconsciente, agonizando.
E incluso así tardaron 3 minutos más en quitarle las esposas.

Hijos de la grandísima puta!!

[Progresismo Out Of Context @OOCprogresismo2]

🇪🇸🏳️‍🌈 La llamada de un cliente para darse de baja de Movistar porque apareció una bandera LGBT en su televisor por el Mes del Orgullo.