Optimizing Automobile Through Advance Image Recognition
Overview
The client is a prominent automobile-selling company in the USA, specializing in online sales of second-hand cars. With a reputation built over the last decade and a half, the client’s business model has made it the preferred choice for millions of customers looking to sell their cars online. The company is dedicated to providing a fully automated service scheme for online car buying procedures, ensuring a hassle-free customer experience.
Technical Stack
Industry
eCommerce
Region
USA
Project Size
Non- Disclosable
Highlights
Parallel GPU Processing
Advanced Image Recognition (CNNs)
Microservices Scalability
Real-time Processing Optimization
Challenges & Solutions
The growing dataset of car images poses scalability challenges, affecting the system's ability to handle increased processing demands.
- Solution: We adopt a microservices architecture, allowing the system to scale horizontally by distributing tasks across multiple instances, ensuring seamless scalability as the dataset expands.
The existing image recognition algorithm struggles with accurately identifying car boundaries, leading to inconsistencies in the editing process.
- Solution: Our AI integration engineers integrated advanced deep learning models, such as convolutional neural networks (CNNs), to enhance image recognition accuracy and ensure precise identification of car boundaries for effective masking.
2500+ Projects Experienced Innovation with Bacancy!
Get access to an experienced team of developers and engineers from bacancy,
handpicked to ace your goals. Kickstart within 48 hours, no-risk trial.
Talk to our Expert
Years of Business
Experience
Happy
Customers
Countries with
Happy Customers
Agile enabled
employees
Core Features
- Agile Workflow Integration
- Modular Augmentation Pipeline
- Intelligent Image Naming (NLP)
- CI/CD for Image Editing Algorithms
No. of Developers
06
Time Frame
December 2021 - Ongoing
Experience With Bacancy
Optimize Your E-Commerce Workflow for Maximum Efficiency
Watch the video
Google Play Regulatory Hiccups and ID Verification Overcome
Watch the video
Fintech Platform Scalability & Growth Optimization
Watch the video
Legacy Code Upgrades for Modern User Experience and Enhanced Data Analytics
Watch the video
Empowering Retail Marketing With Seamless User Experiences
Watch the video
Migrating To Laravel From Core PHP With Twilio Integration
Watch the video
Upgrading PHP Laravel version while scaling the Admin Dashboard
Watch the video
Optimizing CRM Performance With Data Management and Salesforce Integration
Watch the video
AI Solution Engine for Improved Performance and Error Handling
Watch the video
Enhancing Managed IT Services With Streamline Automation Process
Watch the video
SEO and Bulk Data Upload Solutions For An E-Commerce Healthcare
Watch the video
Elevate Your E-Commerce with Scalable UI and Enhanced Calculators
Watch the video
Simplifying Annuity Rate Management for Complex Calculations
Watch the video
Addressing Null Safety, Code Structure Issues, and Manual Deployment Issues
Watch the video
Optimize Task Management With Advanced Tracking
Watch the video
Revolutionize Applicant Tracking: Advanced Image Optimization Techniques
Watch the video
Cost-Effective Media Management Solution and Resolving Data Upload Issues.
Watch the video
VoxGlobalTech
Watch the video
