build an API for automated car image background removal and placement within a virtual showroom environment.
$250-750 USD
着払い
We are developing a web-based tool that allows users to upload car images and have them automatically placed in a pre-defined 3D showroom environment. This API will require the following functionalities:
Image Classification:
Distinguish between car images showing the exterior or interior.
Images identified as interior will be excluded from further processing.
Background Removal (Exterior Images Only):
Remove the background from car images classified as "exterior."
3D Bounding Box Generation:
Analyze the remaining image to detect the car's orientation and create a corresponding 3D bounding box.
Virtual Showroom Integration:
Utilize WebGL or Blender to generate a rendered image of the virtual showroom environment, matching the car's orientation from step 3.
Image Composition:
Overlay the processed car image (with transparent background) onto the generated showroom image.
Shadow Enhancement (Optional):
Implement an algorithm to add a realistic-looking shadow to the car within the virtual showroom scene.
Technical Skills & Experience:
Strong proficiency in back-end development languages (Python, Java, etc.)
Experience with image processing libraries (OpenCV, scikit-image)
Familiarity with 3D graphics frameworks (WebGL, Blender) or related APIs
Knowledge of machine learning concepts for potential use in image classification and background removal
Additional Information:
Please specify the following in your application:
Preferred tech stack for this project
Whether you plan to incorporate machine learning models for any of the mentioned steps
We look forward to working with a skilled developer to bring this exciting project to life!
An example: [login to view URL]
プロジェクトID: #37913825
プロジェクトについて
37人のフリーランサーが、平均$521 で、この仕事に入札しています。
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Hi, I’m machine learning / computer vision engineer, experienced in Rust(bevy engine, WebGL.. ), python (opencv, pytroch, .. ) and with working with 3D envs in blender. Lets build a script for car detection and backg もっと
Hi Mohammad A., How are you doing? As a professional developer with expertise in Rust, Image Processing, Machine Learning (ML), Golang and Python, I eagerly anticipate the opportunity to complete this project for you. もっと
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