Training Computer Vision Models on Random Noise Instead of Real Images

2021-12-09 Martin Anderson

Researchers from MIT Computer Science & Artificial Intelligence Laboratory (CSAIL) have experimented with using random noise images in computer vision datasets to train computer vision models , and have found that instead of producing garbage, the method is surprisingly effective

https://www.unite.ai/training-computer-vision-models-on-random-noise-instead-of-real-images/

GoPower Plus gives low Hz

I recently bought a GoPower Plus from Walmart. I plugged a Kill A Watt into it and a floor lamp into the Kill A Watt. It said it’s getting 10Hz instead of the standard 60Hz. That’s strange, but it powered the fluorescent floor lamp OK. 

The model number is HD-008.

Mike Pence: Biden Broke Our Deal With the Taliban

2021-08-17 Mike Pence

In February 2020, the Trump administration reached an agreement that required the Taliban to end all attacks on U.S. military personnel, to refuse terrorists safe harbor, and to negotiate with Afghan leaders on creating a new government. As long as these conditions were met, the U.S. would conduct a gradual and orderly withdrawal of military forces.

Unanimously endorsed by the United Nations Security Council, the agreement immediately brought to Afghanistan a stability unseen in decades. In the past 18 months, the U.S. has not suffered a single combat casualty there.

But when Mr. Biden became president, he quickly announced that U.S. forces would remain in Afghanistan for an additional four months without a clear reason for doing so. There was no plan to transport the billions of dollars worth of American equipment recently captured by the Taliban, or evacuate the thousands of Americans now scrambling to escape Kabul, or facilitate the regional resettlement of the thousands of Afghan refugees who will now be seeking asylum in the U.S. with little or no vetting.

Once Mr. Biden broke the deal, the Taliban launched a major offensive against the Afghan government and seized Kabul. They knew there was no credible threat of force under this president. They’ve seen him kowtow to anti-Semitic terrorist groups like Hamas, restore millions of dollars in aid to the Palestinian Authority, and sit by earlier this year while thousands of rockets rained down on Israeli civilians.

https://www.wsj.com/articles/mike-pence-biden-broke-our-deal-with-the-taliban-11629238764