\'cow fitbits\' and artificial intelligence are coming to the dairy farm, but some farmers aren\'t impressed

WAYNESBORO, Ga. —
Two months since Richard Watson tied the 200 remotecontrol-
His cow has the size of a transmitter on his neck, an artificial one.
The smart system called Ida ping his phone with useful alerts: when his cows chew cud, when they are sick, when they are ready to be refined.
One morning he said, \"there may be 10 animals that have real problems, but can you pick them ? \", Standing on a herd of pastures wearing what he calls \"cattle Fitbits.
\"But on pastures near rural Georgia, other farmers said they were not impressed.
When a cow is in the heat, they know that she will start to be ridden by her cattle sisters, so they will apply paint on the back of the cow and then look for a stain of guilt.
No fancy artificial intelligence is needed.
Mark Rogers, fourth, said: \"I can see a cow in a room and she doesn\'t feel very good just looking into her eyes
A generation of dairy farmers in Dearing, Georgia, whose father is still driving tractors at the age of 82.
\"God said, \'This is what you can do.
I can\'t draw, I can\'t draw, I can\'t draw anything else, but I can watch cows.
\"Advanced artificial intelligence technology is helping reshape the way Americans work, providing powerful software that can read and react to large amounts of data, saving them time and pressure.
But its launch has also sparked tension in the workplace.
Like a dairy farm. That down-
Family resistance raises the question that farmers may solve before other Labor: Can new technologies go beyond the old intuition --
Even when it comes to a group of denim artificial intelligence used by Watson farm --
Ada of \"intelligent dairy farm assistant --
Track the tiniest movements of his Cowboys through their collars, then collectively chart and dissect them. Those “real-
AI then used \"time cow analysis\" to evaluate diet and exercise and to predict health problems such as limp or breast infection.
Just as silly as this level of complexity maximum optimization sounds, especially for a group of cows who are dazed or relaxed all day long, Watson said, this may mean the difference between a cow\'s healthy milking or premature death --
The difference between making or losing thousands of dollars a year.
Ada artificial intelligence (Ida AI) has sparked early interest among some farmers eager to compete in an industry where milk prices are low and farm layoffs keep everyone on the verge.
Truck drivers and cashiers see artificial intelligence as a job
Killing omens, farmers say they are in a labor shortage because there are too few young people entering agriculture who need all the help they can get.
The Dutch-based development team, conneccterra, built Ida with the help of TensorFlow, a large artificial intelligence toolbox created by Google for its own applications, and on 2015
This version has triggered a wave of artificial intelligence development.
Ups calculates shortcuts for advanced math and creating learning machines.
Google has teamed up with other tech giants to make a big push into artificial intelligence.
In January, the crowd in the hall thought that artificial intelligence was \"one of the most important things that humans are studying\", \"more profound than electricity or fire \". ” (
He did not mention the cow clearly. )
One morning, Watson stood in the middle of a cow at Seven Oaks Dairy, one of the three farms he ran as part of the Hart agricultural brand, and took out his iPhone to show off his Ida app.
Ai says there are three \"potential health problems to check\" in his herd: 14433 of cattle eat less, 10172 and 3522 of cattle eat less, and they may feel uncomfortable.
As indicated by a reassuring green check mark, the number of his cattle \"fertilized\" is zero. At 6-foot-4, combined-
New Zealanders with wide shoulders and a New Zealand accent
Watson, 46, looks like a rugby player.
He\'s playing back-
Just like a semi-professional team called Hurricane in the post-90 s position.
Soon after, he began to bring cattle.
The University of Georgia\'s grazing research program, where he teaches and advocates increasingly rare techniques to allow cows to wander aimlessly and eat as they walk.
The cow on his farm
Hybrid breed of American classic Blackand-
The relatively thin brown Jersey bulls of white cattle, Hollywood and New Zealand
Spend almost a whole day grazing thousands of acres of rye and Bermuda grass around his farm.
This makes the freedom to follow them
Eating and exercising is more difficult than the average American \"moon-sitting\" cow, where the cow is placed in a booth and fatted with corn and grain.
Finding the problem, the old way needs to pay close attention to the herd day and night, \"unless it is obvious --
\"You know, she\'s walking or limping, or there\'s a buzzing overhead,\" Watson said . \".
\"Condor is not a particularly good health care program.
\"The cow\'s orange transmitter transmits the data to a set of antennas near Watson ranch.
Then, a \"base station\" computer collects and processes all sensor data and does most of the artificial intelligence work locally to avoid the problem of unstable Internet in rural areas.
The sensor pays for most of this data exchange, Connecterra co-
Founder Yasir Khokhar said: \"You don\'t want to know what cattle will do with them.
\"Ida AI was first trained to understand cattle behavior through thousands of hours of video and sensor input and easier methods, including Khokhar imitating cattle with sensors in his pocket(
\"I was the first cow,\" he said . \")
More cow data and farmer feedback are available every day to help AI learn and improve.
Khokhar estimates that artificial intelligence has processed about \"data of 600 cattle years\" and is getting about 8 years of new cattle data every day.
AI now records seven different cow behaviors: walking, standing, lying down, eating, chewing, drinking and idling.
Other acts are happening, Khokhar said, although he cannot disclose, calling them part of the \"secret sauce.
Dairy farmers have been using sensors for years.
But Ida\'s developers say that by learning from cow\'s behavior patterns, its artificial intelligence can do what the old program can\'t do to predict the onset of certain diseases, and \"predict ovulation peak time with more than 90% accuracy \".
\"AI can also track how changes in denim bedding, feed and environment can affect, for example, how much milk they produce or how much milk they have lying around.
Khokhar said he conceived the idea of artificial intelligence while living in the Dutch dairy farm and launched his startup plan
At the end of 2016, there were thousands of cows on farms in seven countries, including the United States\"S.
Spain and Pakistan.
The company covers all equipment and services, and covers monthly sales.
The price of farmers starts at $3 per cow per month, plus $79. 99-per-cow start-
Watson estimates that so far he has invested about $17,000 in the system.
Agriculture has long been one of the most attractive target industries for big technology.
In the face of survival crises such as food shortages and climate change, changing the way farmers feed the planet will be bold and revolutionary --
And the profit is high. Start-
Ups and farmers are using cameras now
Equipped with robots picking apples and sorting cucumbers, harvesting grain with driverless tractors, and driving a Scanner drone to discover poachers and investigate livestock.
Other tech startups besides Ida collar
Cattle pedometer, robot milkers, tail sensor and electric shock collar manufactured by Ups can stop or transfer cattle.
But even some farmers who invest heavily in new technology are reluctant to pay for more money.
Everett Williams, 64year-
The old head of the WDairy farm near Madison, Georgia, said his farm has a variety of sensors that can be printed outknows-how-
Many reports on issues such as cow activity and whether pigs enter his enclosure.
He said they gave him less data than Ida AI, but he felt there was no space in his brain to hold another stream of data.
\"You can only handle so many SMS alerts,\" he said . \".
Systems like Connecterra also endure early criticism outside the farm.
Because artificial intelligence can help detect early diseases and walking disorders, environmental activists have criticized the system for encouraging the breeding of Super animals.
Get the poor performers to the slaughterhouse.
Rogers runs his \"dad\"
Dealing, Georgia\'s daughter, family dairy farm, said he was not Luddite in farm technology. His “super-
System \"is characterized
Tracking the forwarder, soon, a DeLaval VMS, milked with laser and robotic arms, was billed as the \"ultimate automatic milking machine \".
Unlike Ida, his system did not track cud-
Chew or use artificial intelligence to tell him which cow to look at or what to do.
But he\'s okay.
This is what has been done here, and he hopes they will do so for a long time.
\"There is no substitute for seeing your animals.
\"It\'s an art and science and I hope my daughter and nephew do better than me,\" he said . \".
He added that these cows are not very concerned about the development of the times.
\"You can\'t kill a cow.