You will get Seamless Snap: Effortless Backgrounds & Perfect Crops
Project details
Our project combines state-of-the-art deep learning models—YOLO for object detection and SAM (Segment Anything Model) for precise segmentation—with OpenCV's powerful image processing capabilities. What sets us apart is our focus on seamlessly integrating extracted objects into new backgrounds while maintaining natural ambient lighting and realistic blending.
Key differentiators:
Advanced Deep Learning Integration: By leveraging YOLO's accuracy in detecting objects and SAM's flexibility in segmentation, we ensure unparalleled precision.
Realistic Visual Outcomes: Using advanced image harmonization techniques, we preserve the target background’s lighting and color tone, creating professional-grade outputs.
Ease of Use: The pipeline is designed to be user-friendly and highly customizable, making it accessible to both developers and creatives.
This unique combination enables applications in graphic design, virtual production, advertising, and augmented reality, offering unmatched versatility and quality.
Key differentiators:
Advanced Deep Learning Integration: By leveraging YOLO's accuracy in detecting objects and SAM's flexibility in segmentation, we ensure unparalleled precision.
Realistic Visual Outcomes: Using advanced image harmonization techniques, we preserve the target background’s lighting and color tone, creating professional-grade outputs.
Ease of Use: The pipeline is designed to be user-friendly and highly customizable, making it accessible to both developers and creatives.
This unique combination enables applications in graphic design, virtual production, advertising, and augmented reality, offering unmatched versatility and quality.
AI Development Type
Deep LearningAI Tools
OpenCV, PyTorchAI Development Language
PythonWhat's included $10
These options are included with the project scope.
$10
- Delivery Time 1 day
- Number of Revisions 1
Frequently asked questions
About Aditya
AI-ML Engineer & Full Stack developer
Allahabad, India - 1:52 pm local time
Hi, I'm Aditya Mishra, an innovative software developer and machine learning engineer with a solid foundation in electrical engineering from the Indian Institute of Technology, Bhilai. My passion lies in leveraging cutting-edge technologies to build efficient and impactful solutions, from AI-driven automation tools to secure real-time applications.
Experience & Expertise-
With hands-on experience in diverse domains, I specialize in AI, machine learning, and software development. During my AI internship at Rapid Innovation, I automated service page creation for websites using Microsoft AutoGen, Amazon S3, and Webflow CMS. At Jivandeep Healthcare, I developed a custom OCR solution and trained deep learning models to classify kidney disease from blood report data, contributing to real-world healthcare advancements.
Projects Showcase-
I’ve successfully delivered multiple impactful projects, including:
Invoice Parsing Pipeline: Built a robust pipeline using Azure OCR, MiniLM, and Microsoft AutoGen to extract information from scanned invoices, addressing challenges like hallucination in large contexts.
BaatChat: Developed a secure, real-time messaging app using React.js, Node.js, and MongoDB with AES encryption and Diffie-Hellman key exchange for secure communication.
Text Extractor API: Created a Django-based application utilizing Tesseract OCR for text extraction from images, providing users with a seamless text recognition experience.
Text-to-Image Generator: Designed a Tkinter-based GUI application to generate images from text prompts using Stable Diffusion, simplifying creative processes.
Automobile Classification: Built a multi-class classification system for automobile images, utilizing TensorFlow and PyTorch for accurate and efficient image recognition.
Technical Skills-
Languages: Python, JavaScript, SQL, Verilog
Frameworks & Tools: React.js, Django, FastAPI, TensorFlow, PyTorch, OpenCV, MongoDB
Problem-Solving: Solved 100+ coding problems on platforms like LeetCode and GeeksforGeeks, showcasing my analytical and algorithmic expertise.
Why Choose Me?
I bring a blend of technical acumen, creativity, and commitment to deliver results that exceed expectations. My ability to understand client needs, combined with my proactive problem-solving skills, ensures that I provide solutions that are not only functional but also scalable and future-ready.
Let’s collaborate to bring your vision to life!
Steps for completing your project
After purchasing the project, send requirements so Aditya can start the project.
Delivery time starts when Aditya receives requirements from you.
Aditya works on your project following the steps below.
Revisions may occur after the delivery date.
Fetching the image to the custom Pipeline which I will create on-demand
Create a pipeline using YOLO, SAM, and OpenCV to extract objects from an image and seamlessly blend them into a new background while preserving lighting and ambient conditions