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According to the Environmental Protection Agency, Americans generate an average of 68 pounds of clothing and textiles per person each year. Unfortunately, a significant portion of this clothing ends up in landfills. That can take decades to break down and release harmful chemicals into the environment. Clothing Pollution. Can Artificial Intelligence Help?

AI can help address this problem in several ways. Here are a few examples:

1. Predictive analytics for inventory management

One of the main reasons for excess clothing waste is overproduction by fashion companies. AI can help these companies better predict consumer demand and adjust their production accordingly. By using machine learning algorithms to analyze past sales data and identify trends, companies can more accurately forecast how much of a particular item they need to produce. This can help reduce the risk of excess inventory, which can ultimately lead to less clothing waste.

2. Personalized recommendations for online shoppers

AI can also help reduce clothing waste by providing personalized recommendations to online shoppers. By analyzing a shopper’s past purchases and preferences, AI algorithms can recommend items that are more likely to be a good fit and be worn frequently. This can help shoppers make more informed and intentional purchases, rather than impulsively buying items that may end up going unused.

3. Repurposing and recycling clothing

AI can also help with the repurposing and recycling of clothing. For example, machine learning algorithms can analyze the fabric, style, and condition of a piece of clothing. Then they can recommend the best way to reuse or recycle it. This includes identifying the most appropriate charity or thrift store to donate the item to, or determining whether it can be repurposed into something else, such as cleaning cloths or insulation.

4. Reducing water and energy consumption in manufacturing

AI can also help fashion companies reduce their environmental impact by optimizing their manufacturing processes. For example, machine learning algorithms can analyze data from the production process and identify opportunities to reduce water and energy consumption. This could include identifying inefficiencies in the manufacturing process, such as unnecessary water use or energy-intensive steps that could be eliminated or streamlined.

5. Promoting secondhand and rental fashion

Finally, AI can help promote the use of secondhand and rental fashion as an alternative to buying new clothing. AI algorithms recommend secondhand or rental options that are a good fit for a particular shopper. They do this by analyzing data on consumer preferences and past purchases. This can help reduce the demand for new clothing, which can ultimately lead to less waste.

The History: Clothing Pollution. Can Artificial Intelligence Help?

The issue of clothing pollution and waste has been a concern for many years, And there have been a number of initiatives and movements aimed at addressing the problem. Here is a brief overview of the history of clothing pollution and efforts to reduce it:

In the 19th and early 20th centuries, clothing was generally made to last. Women repaired and it was reused for many years. However, with the rise of fast fashion in the mid-20th century, clothing began to be produced in large quantities at low cost, leading to a culture of disposability.
Concerns about the environmental impact of the fashion industry emerged in the 1970s and 1980s. A number of initiatives were launched to promote sustainable fashion.
In the 1990s and 2000s, the issue of clothing waste and pollution gained more widespread attention. And a number of organizations and movements emerged to promote sustainable fashion and reduce waste. These included the Council for Textile Recycling, the Sustainable Apparel Coalition, and the Ellen MacArthur Foundation’s “Make Fashion Circular” initiative. Also included are the “Fashion Revolution” movement and the “Slow Fashion” movement.

Overall, the history of clothing pollution and efforts to reduce it is a long and ongoing one, and it is encouraging to see the fashion industry increasingly recognizing the importance of sustainability and taking steps to address this important issue.

Statistics: Clothing Pollution. Can Artificial Intelligence Help?

AI has the potential to help address the problem of excess clothing waste in a number of ways. By improving inventory management, providing personalized recommendations, facilitating repurposing and recycling, reducing water and energy consumption in manufacturing, and promoting secondhand and rental fashion, AI can help reduce the environmental impact of the fashion industry and create a more sustainable future.

The Environmental Protection Agency estimates that Americans generate about 16 million tons of clothing and textiles each year. 15% is recycled.
The remaining 85% ends up in landfills, where it can take decades to break down.
The fashion industry is the second largest polluter in the world, second only to the oil industry.
It is estimated that it takes about 2,700 liters of water to produce just one cotton t-shirt.
The average American discards about 80 pounds of clothing per year, of which only about 15% is donated or recycled.

These statistics highlight the importance of finding ways to reduce clothing waste and the environmental impact of the fashion industry. AI has the potential to play a key role in this effort by helping companies better predict consumer demand. Then optimize their manufacturing processes, and promote more sustainable alternatives to buying new clothing.

Impact on the Environment: Clothing Pollution. Can Artificial Intelligence Help?

Clothing pollution refers to the environmental impact of the fashion industry, which includes the production, use, and disposal of clothing. The fashion industry is a major contributor to pollution and waste. It consumes large amounts of water, energy, and other resources, and generates significant amounts of greenhouse gas emissions.

One of the main sources of clothing pollution is the overproduction of clothing. This leads to excess inventory. And it ultimately results in a significant portion of clothing being discarded. Another major contributor is the use of synthetic materials, such as polyester. Polyester is derived from fossil fuels. They do not biodegrade. These materials can release harmful chemicals into the environment as they break down. They can also contribute to microplastic pollution in the oceans.

The good news is that there are steps that we can take to reduce the environmental impact of the fashion industry. These include increasing the use of sustainable materials. Promoting circular fashion models (such as rental and secondhand fashion) will reduce the impact. And it will also improve the efficiency of production processes,

Designers Weigh In: Clothing Pollution. Can Artificial Intelligence Help?

There are many fashion designers and brands that have spoken out about the issue of clothing pollution and are working to reduce the environmental impact of their products. Here are a few examples:

Stella McCartney: Stella McCartney is a well-known advocate for sustainable fashion. She has made it a core part of her brand’s mission. She has spoken out about the need to reduce waste in the fashion industry. And she has implemented a number of initiatives to reduce the environmental impact of her own products. These include using organic and recycled materials, and partnering with organizations such as the Ellen MacArthur Foundation to promote circular fashion.
Eileen Fisher: Eileen Fisher is another fashion brand that has made sustainability a central part of its mission. The company has implemented a number of initiatives to reduce the environmental impact of its products. This includes using organic and recycled materials, and promoting circular fashion through its “Take Back” program. With his program, customers to return their used Eileen Fisher clothing to be reconditioned and resold.
Patagonia: Patagonia is a well-known outdoor clothing brand that has a long history of environmental activism. The company has made sustainability a key part of its business model. They have implemented a number of initiatives to reduce the environmental impact of its products. These include using recycled materials, promoting repair and reuse, and advocating for policies to protect the environment.
Vivienne Westwood: Vivienne Westwood is a British fashion designer. She is known for her bold and innovative designs. She has also been a vocal advocate for sustainability in the fashion industry. She has implemented a number of initiatives to reduce the environmental impact of her products, including using organic and recycled materials and promoting circular fashion.

The importance of Sustainability

These are just a few examples of fashion designers and brands that are speaking out about clothing pollution. They are actively working to reduce the environmental impact of their products. There are many others as well. And it is encouraging to see the fashion industry increasingly recognizing the importance of sustainability and taking steps to address this important issue.

Conclusion: Clothing Pollution. Can Artificial Intelligence Help?

In conclusion, the issue of clothing pollution and waste is a significant and complex problem. It has a range of environmental, social, and economic impacts. The fashion industry is a major contributor to this problem. It consumes large amounts of resources and generates significant amounts of waste and pollution.

AI has the potential to address this problem by helping fashion companies better predict consumer demand. It can also assist in optimizing their manufacturing processes, and promote more sustainable alternatives to buying new clothing. By using machine learning algorithms to analyze data and identify trends, companies can more accurately forecast consumer demand. Then they can adjust their production accordingly, reducing the risk of excess inventory and ultimately leading to less clothing waste.

In addition to AI, there are a number of other steps we can all take to reduce the environmental impact of the fashion industry and address the problem of clothing pollution and waste. These include increasing the use of sustainable materials, promoting circular fashion models (such as rental and secondhand fashion), and improving the efficiency of production processes.

Overall, it is clear that the issue of clothing pollution and waste is an important one that requires a multi-faceted approach to address. By leveraging the power of AI and other tools and strategies, it is possible to create a more sustainable and responsible fashion industry that has a reduced impact on the environment.

If you like this article, feel free to check out The Beauty Product Industry and Artificial Intelligence. Also, 8 Ways Artificial Intelligence is Improving Real Estate. a contender for another good read on technology.

Between blockbuster movies with drones as the villian, privacy questions, and new rules and regulations, The 3 Biggest Reasons We Are Afraid Of Drones, provides a look into today’s popularity (or the lack thereof) of the new tech.

Introduction

In my last article, 12 Reasons You Must Educate Yourself About Drones (2021), I explain, in detail, why drones are currently important and why they are becoming more important in our daily lives. However the general public is only slowly warming up to them or not warming up to them at all. I am writing The 3 Biggest Reasons We Are Afraid Of Drones in an effort to understand—and maybe get to the bottom, of the resistance.

1. Movies And The “Afraid Of Drones” Factor

Drone Warfare-Angel Has Fallen Drone Attack Scene
Source: Movie Relishers

Unfortunately, the above clip was the introduction of drones to a massive amount of people. If images of drones with sonar and lidar, performing search and rescue missions to save lives and securing the safety of the rescue workers had been shown, public opinion may be different.

“Angel Has Fallen grossed $69 million in the United States and Canada, and $78.5 million in other territories, for a worldwide total of $147.5 million.” – Wikipedia

Below, we find another example of a movie casting a drone as its villain. Could this be one of The 3 Biggest Reasons We Are Afraid Of Drones?

“This terrifying, outrageous tale takes flight as a serial killer is struck by lightning while holding his precious drone. Weeks later, the drone shows up at the home of newlywed couple Chris and Rachel. Without them realizing it, the drone films the couple and takes control of their TV, computer, security system, and car. Soon Chris and Rachel fear that the device may be connected to them… and is out for horrific, hovering revenge.” – FilmIsNow Movie Trailers

The Drone
Source: FilmIsNow Movie Trailers

Let’s dissect this trailer for a moment if you don’t mind. Let’s talk about the personification of the red lights that look to be where eyes should go. How did it turn itself on without instruction? What gave it the ability to control the tech in their house? And for the life of me, how did it get into the bedroom and underneath the sheets to trick her into believing it was her husband? I too, would be terrified of a drone if this was the first time I had laid eyes on it in action. Terrified.

The Drone grossed $20,093 worldwide, not as much as Angel Has Fallen, but that equates to hundreds of fresh new eyes, and thus impressions, on drones. As a matter of fact, I scrolled through the comments of this trailer (as I always do) and there I found this comment, “Never buy a drone“, with a couple of people that agreed with him.

Two examples of a few million people (according to the box office results) that saw these films—and maybe a drone in action for the first time. This is definitely a solid argument for The 3 Biggest Reasons We Are Afraid Of Drones.

2. Privacy, One of The Biggest Reasons We Are Afraid Of Drones

“According to our survey, 88% of Americans don’t think a neighbor’s drone delivery should be able to capture footage on their property, yet the FAA currently doesn’t have any regulations in place to restrict these actions.” – The Zebra

On the Government Technology website, writers bring to our attention two incidents of questionable drone use in Minnesota. The first one was the action of flying over a protest and the second was “flying drones to detect illegal nudity” at a beach. Some considered this “questionable” and received the following response.

” ‘To help prevent breaches of trust with drone technology, DRONERESPONDERS might point to its fourth principle for responsible drone use: clear oversight and accountability. We really recommend that you periodically audit your program so that you can reinforce that you’re using these principles,’ Werner said. ‘If drones are going to be used, there better be a good reason why they’re being used,’ Guariglia said.” – Jed Pressgrove, Government Technology

Drones are useful. They are useful in many different professions. I do believe that it will take time to decide on the best methods for use for the professions and the public. That brings me to my final topic.

3. Distrust Or Disagreement of Rules/Laws Applied, Another One of Our Biggest Fears Of Drones

As with most rules guiding technology today, rules follow slowly behind technology…sometimes a great deal behind. As a result, we’re all hanging on to each and every piece of news released about drones. I have even been keeping up with the Federal Aviation Administration channel on Youtube lately. They have over 40k subscribers (and climbing). To date, they have 49 videos about drones. You can find the laws, regulations as well as tips, there.

One of the basics, is that you need to register your drone. ” All drones must be registered, except those that weigh 0.55 pounds or less (less than 250 grams) and are flown exclusively under the Exception for Recreational Flyers.” – Federal Aviation Administration.

You also need to earn your Part 107 license. “In order to fly your drone under the FAA’s Small UAS Rule (Part 107), you must obtain a Remote Pilot Certificate from the FAA. This certificate demonstrates that you understand the regulations, operating requirements, and procedures for safely flying drones.” – Federal Aviation Administration.

As I mentioned above and will go into a bit more detail here, there are individuals that have already been accused of misusing this technology. Police in a Minnesota Community used a drone to monitor nudity at a lake beach.

For instance, here is one of the comments. “ ‘It makes you feel uncomfortable to just think like, oh, how often am I being watched? And what kind of authority is going on here,’ said Paula Chesley.”

There is simply no straight answer in most situations like those. Drones are so helpful to professionals that are attempting to do a job, in a more effective way. Citizens also have the right to speak out regarding the impact they may feel. Movie makers have the right to be creative and keep us glued to the screen. Lots of potential—lots of future discussion.

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Clothing Pollution. Can Artificial Intelligence Help?