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This guy just built a driver’s drowsiness detection software using Python. The software detects when a driver is sleepy or distracted and immediately triggers an alarm to wake them up. He also integrated a voice system that speaks to the driver as an additional alert. The system allows the... show more

𝐀𝐬𝐚𝐤𝐲𝐆𝐑𝐍

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85,735 views • 4 months ago •via X (Twitter)

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It’s quite unusual, when you find a phone-driver, and you speak direct to them, and they’re too distracted to even hear you. Even with the driver’s window open.

It’s quite unusual, when you find a phone-driver, and you speak direct to them, and they’re too distracted to even hear you. Even with the driver’s window open.

Jeremy Vine | Here, on Tiktok, Insta & Facebook

111,836 views • 1 year ago

This dude was pulled over for a headlight violation. During the stop the officer involved demands to see the ID of the passenger ( his wife). The response from the driver is no, she was not driving. The officer involved throws out that Alabama is a stop and ID state. (Alabama Code § 15-5-30:) This state law allows officers to demand the name, address, and an explanation from someone in a public place if they reasonably suspect the person is committing or about to commit a crime. The driver’s argument rests on the principle that while he (the driver) is required to provide a license for a traffic violation, a passenger typically does not have to provide identification unless there is "reasonable articulable suspicion" that they have committed a crime. The Driver’s Stance: He correctly asserts that as the driver, he is the one being investigated for the headlight, and since the passenger has not committed a violation, the officer's authority to demand her ID is limited. Also Social Security Request: The driver also challenges the officer's demand for his Social Security number, citing federal privacy protections. In short the driver schooled these officers which is why he is quickly sent on his way once they see he knows his rights.

This dude was pulled over for a headlight violation. During the stop the officer involved demands to see the ID of the passenger ( his wife). The response from the driver is no, she was not driving. The officer involved throws out that Alabama is a stop and ID state. (Alabama Code § 15-5-30:) This state law allows officers to demand the name, address, and an explanation from someone in a public place if they reasonably suspect the person is committing or about to commit a crime. The driver’s argument rests on the principle that while he (the driver) is required to provide a license for a traffic violation, a passenger typically does not have to provide identification unless there is "reasonable articulable suspicion" that they have committed a crime. The Driver’s Stance: He correctly asserts that as the driver, he is the one being investigated for the headlight, and since the passenger has not committed a violation, the officer's authority to demand her ID is limited. Also Social Security Request: The driver also challenges the officer's demand for his Social Security number, citing federal privacy protections. In short the driver schooled these officers which is why he is quickly sent on his way once they see he knows his rights.

Giggling Ganon

438,882 views • 2 months ago

A lady reports an altercation between passengers and a driver at Circle, Accra, after the driver of a vehicle they boarded returned them midway back to Circle. This followed a disagreement over the driver’s refusal to reduce transport fares by 15% as directed by transport unions.

A lady reports an altercation between passengers and a driver at Circle, Accra, after the driver of a vehicle they boarded returned them midway back to Circle. This followed a disagreement over the driver’s refusal to reduce transport fares by 15% as directed by transport unions.

EDHUB🌍ℹ

285,905 views • 1 year ago

Altercation caught on cam 🚨 The biker overtook a parked car, after which the car driver suddenly turned right from parking. An argument followed, and the driver’s response was or appears to be, “Do whatever you want.”

Altercation caught on cam 🚨 The biker overtook a parked car, after which the car driver suddenly turned right from parking. An argument followed, and the driver’s response was or appears to be, “Do whatever you want.”

ThirdEye

69,927 views • 5 months ago

An Uber driver drove off with a sleeping 5-year-old in the back and the company refused to connect the mother or police with the driver

An Uber driver drove off with a sleeping 5-year-old in the back and the company refused to connect the mother or police with the driver

Catch Up

12,564 views • 1 year ago

As expected, Tesla’s Model Y ride-hailing service in the Bay Area currently has a safety driver in the driver’s seat, which is why Tesla is calling it a ride-hailing service rather than a Robotaxi service. It is still a paid service though and is likely using the same software as the Austin Robotaxis. Once Tesla receives the required permit, they will remove the safety driver and instead have a safety monitor in the passenger seat like they do in Austin. That could happen within the next 1–2 months, according to Elon.

As expected, Tesla’s Model Y ride-hailing service in the Bay Area currently has a safety driver in the driver’s seat, which is why Tesla is calling it a ride-hailing service rather than a Robotaxi service. It is still a paid service though and is likely using the same software as the Austin Robotaxis. Once Tesla receives the required permit, they will remove the safety driver and instead have a safety monitor in the passenger seat like they do in Austin. That could happen within the next 1–2 months, according to Elon.

Sawyer Merritt

304,428 views • 11 months ago

Jump in the driver’s seat with René Daniella 🌸🌍🌺 and her Mustang Mach-E® to get a taste of the Ford BlueCruise active driver-assist system!

Jump in the driver’s seat with René Daniella 🌸🌍🌺 and her Mustang Mach-E® to get a taste of the Ford BlueCruise active driver-assist system!

Ford Motor Company

46,762 views • 3 years ago

A sheriff’s deputy in Oswego County pulled over a driver one afternoon in January 2025. The driver only spoke Spanish, so the deputy took the driver’s phone, and called up an acquaintance. That acquaintance: a United States Border Patrol agent.

A sheriff’s deputy in Oswego County pulled over a driver one afternoon in January 2025. The driver only spoke Spanish, so the deputy took the driver’s phone, and called up an acquaintance. That acquaintance: a United States Border Patrol agent.

New York Focus

15,803 views • 1 month ago

This is an Amazon scanning station. It is able to detect any major damage to a truck to hold the driver accountable. Wouldn’t the driver just report any damage they make or take?

This is an Amazon scanning station. It is able to detect any major damage to a truck to hold the driver accountable. Wouldn’t the driver just report any damage they make or take?

Misy7

37,765 views • 8 days ago

Parent and school bus driver in Fayetteville, NC get into a fight after a student reportedly grabbed the driver’s butt and the driver “put her hands on him,” prompting the mother to confront her

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Unlimited L's

14,282 views • 3 months ago

A drunk driver hit both a cyclist and a motorcyclist, causing serious injuries. The driver fled the scene but was chased by a bystander who called the police, leading to the driver’s arrest. Shared by Sandeep and recorded by his friend.

A drunk driver hit both a cyclist and a motorcyclist, causing serious injuries. The driver fled the scene but was chased by a bystander who called the police, leading to the driver’s arrest. Shared by Sandeep and recorded by his friend.

Prateek Singh

324,515 views • 1 year ago

Black female passenger states that she feels she’s in jail as she enters her Lyft driver’s car and that she plans to make a complaint. The Lyft driver wasn’t having it so she told the passenger to go and she refused to send another Lyft driver as the woman requested.

Black female passenger states that she feels she’s in jail as she enters her Lyft driver’s car and that she plans to make a complaint. The Lyft driver wasn’t having it so she told the passenger to go and she refused to send another Lyft driver as the woman requested.

The Daily Sneed™

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A metro police officer stopped a truck driver and found this fake foreign driver’s licence using a supermarket rewards card. The driver, identified as an undocumented foreign national, was arrested and now faces charges of fraud, possession of fraudulent documents, and possible immigration violations.

A metro police officer stopped a truck driver and found this fake foreign driver’s licence using a supermarket rewards card. The driver, identified as an undocumented foreign national, was arrested and now faces charges of fraud, possession of fraudulent documents, and possible immigration violations.

Yusuf Abramjee

388,801 views • 2 months ago

Two ladies call an Uber to pick them up for a ride. As they get settled in to the Uber, they ask the driver to turn the air conditioner on. The driver refuses and tells the women that if they had wanted A/C then they should have paid for an Uber comfort. The women continue to argue with the driver telling him all cars have an A/C and they are simply asking for him to turn it on. He still refuses and said that he does not use the A/C on regular standard fares because it burns his gas faster. *side note: This is NOT Uber’s policy, just the man being cheap. According to Uber, A/C is required on every ride. Would you ask to get out of the car immediately or would you complete your ride? Would you contact Uber to report this driver or just give him a bad rating?

Two ladies call an Uber to pick them up for a ride. As they get settled in to the Uber, they ask the driver to turn the air conditioner on. The driver refuses and tells the women that if they had wanted A/C then they should have paid for an Uber comfort. The women continue to argue with the driver telling him all cars have an A/C and they are simply asking for him to turn it on. He still refuses and said that he does not use the A/C on regular standard fares because it burns his gas faster. *side note: This is NOT Uber’s policy, just the man being cheap. According to Uber, A/C is required on every ride. Would you ask to get out of the car immediately or would you complete your ride? Would you contact Uber to report this driver or just give him a bad rating?

CeCe

210,589 views • 3 months ago

Davrel paid an Uber driver ₦2 million to rent his car for just 5 hours 😭💔 The Uber driver even trusted him enough to hand over his phones and driver’s license too.

Davrel paid an Uber driver ₦2 million to rent his car for just 5 hours 😭💔 The Uber driver even trusted him enough to hand over his phones and driver’s license too.

carter🌚

183,876 views • 1 month ago

Tesla says that FSD "requires a fully attentive driver". But its driver monitoring system is so defective that the driver can text, read a book or even fall asleep at the wheel. Ford and GM figured out an effective driver monitoring system years ago. Why can't Tesla?

Tesla says that FSD "requires a fully attentive driver". But its driver monitoring system is so defective that the driver can text, read a book or even fall asleep at the wheel. Ford and GM figured out an effective driver monitoring system years ago. Why can't Tesla?

Dan O'Dowd

16,725 views • 5 months ago

This is Anthony Coleman. Anthony didn’t like his pizza so he threw it in the delivery driver’s face. Anthony then went to the store, left his two toddlers in the car, and went inside to assault the same driver. Blaxx and violence. Like a moth to a flame.

This is Anthony Coleman. Anthony didn’t like his pizza so he threw it in the delivery driver’s face. Anthony then went to the store, left his two toddlers in the car, and went inside to assault the same driver. Blaxx and violence. Like a moth to a flame.

Amiri King

212,485 views • 1 month ago

⚠️ A NJ driver who slowed down with flashers on and headed for the next exit says an officer still approached yelling at her. Moments later, the officer refused to stand on the driver’s side because the shoulder was too narrow, exactly the issue the driver had tried to avoid.

⚠️ A NJ driver who slowed down with flashers on and headed for the next exit says an officer still approached yelling at her. Moments later, the officer refused to stand on the driver’s side because the shoulder was too narrow, exactly the issue the driver had tried to avoid.

Police The Police 2.0

44,758 views • 8 days ago

📍Gorakhpur UP | CCTV – A Bolero NEO slammed into the rear of an overloaded Tata Ace. Driver appears either drowsy or distracted at the moment of impact.

📍Gorakhpur UP | CCTV – A Bolero NEO slammed into the rear of an overloaded Tata Ace. Driver appears either drowsy or distracted at the moment of impact.

Deadly Kalesh

131,971 views • 7 months ago