Clothing Detection, more popularly known as “Apparel Detection,” is based on technology and techniques that help you detect and identify apparel on fashion media or in a video or feed.
This type of technology is usually powered by AI and shows off the capability to not just identify but also recognize the types of apparel it sees in images.
The technology makes clothing media searchable, allowing you to extract valuable insights from images, videos, etc.
Apparel detection is a useful technique for individuals working in the fashion industry and those searching for fashion insights or a social media analytics tool.
Common Features of Apparel Detection Solutions:
Most Apparel Detection solutions have features in common. It all comes down to how easy they are to use and whether they fit your budget.
The technology uses Artificial Intelligence not only to detect but also to classify types of clothing and then deliver the results in a detailed report.
Here is what this technology can do:
- Apparel detection: the tool uses media (such as a video or an image) to detect various clothing articles
- Categorizing Apparel: this apparel is classified into respective categories. Some of the advanced tools also offer to sort by color.
- Alerts and Notifications: the findings are sent to operators in the form of a detailed report.
- High Customizability: the better apparel detection solutions offer customizable options allowing you to shape the solution based on your preferences.
Common Clothing Categories:
Fashion-related data has always been available abundantly, whether it is people posting on the internet in several fashion items or videos of people trying on several outfits.
This makes it a more significant challenge to develop a proper detection system by a computer vision company that uses an image as an input and can detect several clothing items in the image.
As an output, the detector must sort the detected apparel items into set categories.
Apparel detectors commonly detect the following types of clothing items:
- T-shirts
- Sweaters
- Shirts
- Suits
- Tank tops
- Dresses
- Outwear (including jackets, cardigans, etc.)
- Shorts
- Skirts
- Pants
- Hats
- Hijabs
- Abayas
- Glasses
- Sunglasses
Apparel Detection in Security
Apparel detection plays a vital role in security measures. Let’s say a tragic event has occurred, and all you’ve got is a bunch of witnesses describing a male dressed in a white shirt with blue pants.
The next step you’d take would be to analyze your security footage and find a person who matches that description.
But even with hours of watching and rewatching, all you get is an approximation of results.
What if I told you all of this can already be processed in real-time, and that too, at all times.
Can you have rich data that already includes a detailed description of each individual at any time?
If you didn’t know, this is called apparel detection. Through specialized security systems, you can filter out clothes based on both the colors and types.
5 Best Apparel Detection Apps
Do you want to find clothes using just a picture? Here are some of the applications you can use:
Google Lens: The Google Lens app features an image recognition tool that makes it easy to find accessories and clothes or any other item.
You don’t even need an image as an input; simply bringing the item into the frame can help you find the apparel you are looking for.
CamFind: This visual search engine platform enables you to find apparel using pictures. The application is simple to use. All you have to do is take a picture and wait for the results.
Amazon Shopping: The StyleSnap option on Amazon’s main shopping app is a visual search engine that allows you to look for apparel either by uploading an image or taking a picture yourself.
ASOS: You can find clothes using a picture through British fashion retailer ASOS’s apps. To generate results, you need to either upload a photo or capture an image.
Pinterest: The mobile app features a visual search tool that allows you to search for clothing items using an image. Similar to Google Lens, with Pinterest, you can search for several apparel items simultaneously (e.g., an outfit)
Conclusion:
Clothing detection is a useful feature, not just in terms of security but also for fashionistas. These apps eliminate the need to roam around shopping malls for hours with a photo of an outfit for reference!
