AI Home Decor
Visualize Your Home's Transformation
Created on 9th April 2023
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AI Home Decor
Visualize Your Home's Transformation
The problem AI Home Decor solves
AI Home Decor revolutionizes the way homeowners choose paint colors for their homes by offering a user-friendly platform to visualize the transformation before making any decision.
With this innovative system, people can easily:
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Avoid costly mistakes: No more guessing games or regretting the paint color after it's applied. AI Home Decor allows users to see the results of their choices before committing, preventing expensive repaints and dissatisfaction.
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Save time and effort: Homeowners can now explore multiple color options without the need for multiple paint swatches or samples. Simply upload a photo of your room, and AI Home Decor does the rest.
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Customize with precision: AI Home Decor intelligently identifies wall sections and ignores complex objects, ensuring a realistic representation of the final outcome. Users can confidently select and apply different colors to various wall sections for a personalized touch.
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Make informed decisions: By visualizing the impact of new paint colors on their homes, homeowners can make better informed decisions that align with their style, preferences, and the overall atmosphere they want to create in their living space.
Experience the ease, safety, and satisfaction of transforming your home with AI Home Decor - the ultimate paint visualization solution.
Challenges we ran into
Overcoming Hurdles: The Journey to AI Home Decor Perfection
Throughout the development of AI Home Decor, our team faced a series of challenges that tested not only our technical expertise but also our dedication to delivering a top-notch product. These obstacles ultimately shaped our journey and made the experience even more rewarding.
Key challenges we encountered and conquered:
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Mastering image segmentation: Our decision to utilize image segmentation via RCNN models and Detectron2 architecture required us to overcome initial hurdles in setting up our machines and configuring CUDA Lab environments. Through perseverance and teamwork, we successfully implemented these cutting-edge technologies.
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Tackling bounding boxes and masking: Extracting bounding boxes and masking areas from images proved to be a complex and demanding task. However, our team's unwavering determination and problem-solving skills allowed us to make significant strides in this area.
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Harnessing the power of pre-trained models: We applied our learnings to train our models, leveraging the capabilities of pre trained Detectron models. This approach not only streamlined our development process but also helped us achieve remarkable results.
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Perfecting color application: To ensure a seamless and realistic user experience, we devoted significant time and effort to carefully select and extract the appropriate areas using Detectron2. Coloring these areas accurately was a time-consuming task, but our commitment to excellence ensured we delivered a product that exceeded expectations.
Through passion, grit, and collaboration, we overcame these challenges and crafted a solution that truly stands out in the market. Our journey has been an inspiring testament to the power of perseverance and the pursuit of innovation
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