build an API for automated car image background removal and placement within a virtual showroom environment.

終了済み 投稿 1ヶ月前 着払い
終了済み 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]

Python Machine Learning (ML) Golang Rust Image Processing

プロジェクトID: #37913825

プロジェクトについて

37個の提案 リモートプロジェクト アクティブ 3週間前

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。

LiveExperts

Hi there, I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the もっと

$750 USD 4日以内
(32件のレビュー)
7.1
sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav もっと

$500 USD 7日以内
(45件のレビュー)
6.8
schoudhary1553

With my 7 years of experience in the field as a Full Stack Developer, I am confident that I am the perfect candidate for your project. My knowledge and technical skills align perfectly with your needs. Proficient in Py もっと

$500 USD 7日以内
(107件のレビュー)
7.1
ahmadayaz

With over a decade of experience, I've successfully delivered thousands of projects in Full Stack Development, WordPress, Mobile App Design, and more. My expertise includes image processing, 3D graphics, and API develo もっと

$675 USD 5日以内
(3件のレビュー)
6.2
kazemmojtama

Hello, good time Hope you are doing well I'm expert in MATLAB/Simulink, Python, HTML5, CSS3, Java, JavaScript and C/C#/C++ programming and by strong mathematical and statistical background, have good flexibility for s もっと

$700 USD 7日以内
(9件のレビュー)
5.5
devendrathakur12

I am a senior software engineer with 20 years of experience in Python, Java, C++, and C#. I am very familiar with image processing libraries like OpenCV and have expertise in backend development. I can confidently hand もっと

$700 USD 10日以内
(18件のレビュー)
5.4
gm341473

As a skilled and experienced developer with a strong proficiency in back-end languages like Python, I believe I'm the ideal candidate for your API development project. I have substantial experience with image processin もっと

$500 USD 3日以内
(20件のレビュー)
5.1
vorasiddh4it

I will show you my recent projects related to Image Background then we will move forward. So it's surety for you to get perfect solutions from my side. Also, if you want demo-type things or initial work for your projec もっと

$700 USD 7日以内
(11件のレビュー)
5.0
martin926

Hi there, With my expertise in back-end development languages like Python, along with experience in image processing libraries such as OpenCV, I am well-prepared to tackle the complexities of image classification, bac もっと

$700 USD 7日以内
(レビュー1件)
4.4
abanoubnashaat99

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

$675 USD 7日以内
(16件のレビュー)
4.2
ajeshjanardanan

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

$750 USD 2日以内
(2件のレビュー)
3.8
dataspro

Nice to meet you maoun,The requirements of your project match my areas of work and skills, to introduce myself. My name is Anthony Muñoz and i am the lead engineer for DS Pro IT agency. I have worked for over 10 years もっと

$976 USD 7日以内
(レビュー1件)
3.8
prsergio

As a data scientist with 15+ years of experience in image processing and computer vision, I am more than equipped with the skills necessary to tackle your API project. I have consistently delivered top-tier services th もっと

$250 USD 3日以内
(3件のレビュー)
3.5
MQamar123

"Have already done same work as well" With over 7 years focused on software development and proven proficiency in Python, Java and backend development, I have the technical experience and breadth of skills required to もっと

$250 USD 7日以内
(9件のレビュー)
4.7
siedovyehorrr32

Hello I’ve carefully checked your requirements and really interested in build an API for automated car image background removal and placement within a virtual showroom environment.. I am confident for your project bec もっと

$350 USD 3日以内
(レビュー1件)
3.0
DariusJose20

Hello, I'm interested in your project. I will help you to develope a web-based tool that allows users to upload car images and have them automatically placed in a pre-defined 3D showroom environment. I have experience もっと

$500 USD 7日以内
(2件のレビュー)
3.0
dillonmarszal

How are you? I hope this proposal finds you in good spirits and ready for some fun! I have extensive skills at Machine Learning (ML), Image Processing, Golang, Rust and Python We are thrilled to submit a bid proposal もっと

$500 USD 7日以内
(レビュー1件)
2.6
mdrokibulhasan84

Hello Sir/madam! Lat's start work now. This is an easy job for me, Same " " project i have complete few Days ago . If you give me your project then I am ready to your work now and i am start your task now. Just もっと

$250 USD 1日以内
(2件のレビュー)
1.6
arbakai

Hi. I have read your project details and checked link. I will use deep learning model for classification of interior and exterior car images. I should train that model based on data. And I have already experiences in b もっと

$750 USD 7日以内
(レビュー1件)
1.4
derekjlaporte

With a comprehensive skill-set in multiple backend languages such as Python and Golang that are essential for this project, I am confident that I am the best fit for your automated car image API job. Additionally, I'm もっと

$500 USD 7日以内
(レビュー1件)
1.2