#jupyter_notebook
SAM 2 is a powerful new AI model that can quickly and accurately separate objects in both images and videos, even if it has never seen them before. It works in real-time, allowing you to select objects with simple prompts like clicks or boxes and refine the results interactively. This makes tasks like video editing, object tracking, and image annotation much easier and faster. SAM 2’s ability to handle complex scenes and track objects smoothly across video frames helps improve creativity and productivity in many fields, from media production to computer vision research. It is open-source and easy to use with Python and PyTorch.
https://github.com/facebookresearch/segment-anything
🚨Just a reminder: On November 17, 2025, in RedNile Episode 62, I predicted the U.S. regime change play in Venezuela.
The U.S. operation we're seeing now—including the shocking January 3rd move against Maduro—was foreshadowed in this analysis I published a month ago.
🎞This video breaks down the entire blueprint:
🔹 The historical imperial script from Monroe to Trump
🔹 How the "War on Drugs" is used as cover
🔹 The sanctions, coups, and media narratives targeting Venezuela
🔹 The real geopolitical goal: stopping Latin America's shift toward multipolarity
Everything you need to understand the why, who, and what behind today's events is explained here.
📺 Watch the full analysis from November 2025: https://youtu.be/Lt_gFn8Dxj8?si=VTMvyRfVfR77OYp_
---
💠 Follow: Telegram | Twitter | YouTube | TikTok: @rednile12
#Venezuela#RegimeChange#Prediction#Geopolitics#USIntervention
📰CIA Director Ratcliffe Meets Venezuela’s Interim President in Caracas
CIA Director John Ratcliffe met with Delcy Rodríguez, Venezuela’s interim president, in Caracas on Thursday—marking the highest-level U.S. visit since the dramatic U.S. military operation that captured President Nicolás Maduro nearly two weeks ago. Ratcliffe’s trip was directed by President Trump to signal that the U.S. sees Rodríguez’s interim government as the best path to stability in the short term, despite opposition frustration over the lack of a quick transition to María Corina Machado’s camp.
Stability Over Revolution
The meeting focused on intelligence cooperation, economic stability, and ensuring Venezuela is no longer a “safe haven for America’s adversaries, especially narco-traffickers.” U.S. officials emphasized that breaking up the Venezuelan government after Maduro’s removal could trigger chaos similar to the kind of chaos that followed the Iraq invasion. CIA analysts reportedly see Rodríguez as a pragmatic, rather than ideological, figure willing to negotiate with Washington.
Behind the Scenes: Pragmatism and Power
Rodríguez, Maduro’s former vice president, has shifted her rhetoric, publicly inviting the U.S. to cooperate. But Trump has warned that if she fails to comply, her fate could be worse than Maduro’s. The administration is clear: the U.S. will “run” Venezuela until a safe transition is possible, prioritizing control over oil and security assets above all else.
Protests and Uncertain Alliances
With ongoing protests in Venezuela, the opposition remains sidelined, and the U.S. is betting on Rodríguez to maintain order. But questions linger: How long will this uneasy alliance last? And will the U.S. eventually let democracy take its course—or keep pulling the strings?
#Venezuela#CIA#Ratcliffe#Trump#Rodríguez#Maduro#USIntervention#OilPolitics
📱American Оbserver - Stay up to date on all important events
🇺🇸