MyClosetIQ

Around 30-40% of clothes that are bought online are returned. Some reasons for returns include the item looks different in person than online and ordering multiple of the same items in different sizes to determine correct fit and size. Online retailers have a much higher rate of return than brick and mortar stores. Returns cost online retailers $102 billion in merchandise in 2020. Our slotion is "MyClosetIQ" - the ultimate fashion app that will transform your wardrobe and the way you shop. With MyClosetIQ, you'll have a fully interactive stylist at your fingertips, ready to suggest the perfect outfit and items to purchase based on your unique style, personality, and activities for the day. Not only that, but MyClosetIQ also features a state-of-the-art virtual fitting room, allowing you to try on clothes virtually before you buy them! With this cutting-edge technology, you'll be able to see how an outfit or item looks on you in real-time, without ever leaving your home.

Using advanced algorithms and artificial intelligence, MyClosetIQ will analyze your personal style, body type, and the weather, to curate a selection of outfits and items that will leave you feeling confident and fashion-forward. And with the virtual fitting room, you can be sure that every item you purchase will fit and flatter your body, eliminating the need for returns and exchanges. So why waste time and money on clothes that don't fit or match your style? Download MyClosetIQ today and take the first step towards a more personalized and enjoyable shopping experience! PDF presentation: https://drive.google.com/file/d/1jxkduzCLquHvKXDvkwXflpmxAi4sSpzd/view?usp=share_link Challenges we ran into

• learning how to work Figma and Clo 3D and figuring out how to display the sizing based on the user info
• Selecting the model. Since python has quite a lot of machine learning algorithms, finding the the one suited for this task required more research in order to learn their strengths and weaknesses.

Debugging. we came across a problem where there was no size displayed after the submission button was clicked. The submit button triggers the POST method (used to retrieve data from a resource on the server) which will be later displayed to the user using json format. After this was solved the size began displaying as integers instead of string value for the size. This was solved using dictionaries; so we created key value pairs and used the value (string) that corresponded with a key (int) and used that to display the actual size.

MyClosetIQ - FASHION TECH HACKATHON Technical Specs Clo3D - 3D Virtual Fitting Room

Clo3D is a software program used in the fashion industry for 3D garment design. Here are some technical specifications for Clo3D: Operating System: Windows 10 64-bit Processor: Intel i5 3.0GHz or higher RAM: 16GB or higher Graphics Card: NVIDIA GeForce GTX 1060 or higher Hard Drive: 1TB SSD or higher Screen Resolution: 1920 x 1080 or higher Internet Connection: Required for activation and periodic license validation Supported File Formats: OBJ, FBX, BVH, SKP, DXF, SVG, PDF, JPEG, PNG, TIFF, BMP, GIF, MP4, AVI, WMV, MOV These specifications may vary depending on the specific version and edition of Clo3D, as well as the complexity of the 3D models and simulations being created. —------------------------------------------------------------------------------------------------------------------

PYTHON/HTML/CSS/JAVA SCRIPT - Body Measurements

On the technical side, the tool for checking body measurements and determining the size which fits you best is a machine learning algorithm trained on a dataset using python. The model was tested to get a score on how accurate the prediction will be (0 being inaccurate and 1 being high). On the page is rendered on the end using custom html and CSS and enhanced with some lines of JavaScript to enhance the overall user experience. —------------------------------------------------------------------------------------------------------------------ FIGMA - APP DEMO Figma represents an online designing solution that empowers designers and groups to collaborate with each other seamlessly in real-time. Its web-based nature implies that Figma may be accessed from any computing machine connected to the internet, making it versatile enough for utilization anytime or anywhere. Figma boasts of a remarkable attribute in its ability to facilitate teamwork among multiple users through collaboration. It provides an ideal environment where they can work on the same design project concurrently, enabling them to co-create and exchange feedback instantaneously. Through Figma's chat feature and comment section, team members share thoughts efficiently resulting in quick decision-making when it comes to designing projects. Figma possesses numerous design instruments that authorize its users to produce and revise designs. The vector editing tools provide meticulous power over shapes and lines, whereas the text utilities grant individuals with an array of fonts and styles for crafting or modifying texts. Furthermore, Figma endorses plugin usage which facilitates extending functionality as well as appending novel traits to this platform. Figma has an essential attribute in its ability to prototype. People can generate prototypes that are interactive, with links connecting frames and animations as well as other interactions too. This feature aids designers in examining their designs' functionality and user flows at the preliminary stages of development, simplifying issues recognition for prompt resolution opportunities during design workflow progressions. Figma has the ability to accommodate various file formats. These include PNG, SVG, PDF and JPG among others. Designers can make use of HTML, CSS or even SVG when exporting their creations in multiple forms as well. This feature makes it convenient for team members and other interested parties alike to exchange designs with one another sans complication whilst also utilizing them elsewhere without difficulty. Figma can amalgamate with a plethora of different tools and services. These include Slack, Jira and Trello among others. Such integration makes sharing designs uncomplicated as well as facilitating collaboration amongst team members within the realm of these respected applications already in use by you. Figma is a potent and multifaceted instrument for creating and demonstrating user interfaces and experiences with its sophisticated parameters. Its capabilities to work together remotely as well as its web-based stage that furnishes an array of designing tools make it optimal for design groups who are tackling these types of projects.

Built With

• clo
• css
• figma
• html
• javascript
• python