![](https://crypto4nerd.com/wp-content/uploads/2023/12/1s1CYF00P4AxRbjk0H2W7IA.jpeg)
Powered by artificial intelligence, VCT is an amazing virtual try on tool that visualize all the outfit ideas in seconds. Just enter prompts for wanted AI clothing style, and this tool will automatically and instantly present how it looks. Thus, you can try on clothes before you buy to save time and money. Give it a try now and see the future of AI fashion unfold before your eyes!!
VTO model is built on the principles of stable diffusion and vector embeddings, which are critical in creating a high-quality virtual try-on system. The model is trained using the DreamBooth model, which is a stable-diffusion model, and the feature extraction is performed using the EfficientNetB3 CNN model. OpenPose, a real-time multi-person system to jointly detect human body, hand, facial, and foot keypoints, is used for estimating person keypoints.
VTO model is a testament to the potential of deep learning in the fashion retail industry. It showcases how advanced machine learning techniques can be used to enhance the online shopping experience, making it more interactive and personalized. This model serves as a valuable resource for researchers and practitioners in the field, providing a practical example of a high-quality virtual try-on system.
For this, we need to create a gradio space at hugging face (Hugging Face — The AI community building the future.) and need to upload the files available at jyotidabass/gouthaml-raos-virtual-try-on-model- (github.com). It mainly uses an app.py file having the virtual try on code.
The Kaggle implementation of this complete code is provided at Building Photorealistic Virtual Try-On Model for the Future of Fashion. | by Jyoti Dabass, Ph.D | Dec, 2023 | Python in Plain English (medium.com).
#app.py
import gradio as grgr.Interface.load("models/gouthaml/raos-virtual-try-on-model").launch()
After uploading the codes, you can start using virtual clothing try on
Cheers!! Happy reading!! keep learning!!
Please upvote if you liked this!! thanks!!