Full Realtime Object Detection App with YOLOv8 and Integration
Amr Khaled
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About this service
Summary
You will get a real-time complete computer vision Application for object detection using YOLOv8. With full deployment and Integration
Process
1) Pre-development Meeting:
We will schedule a meeting (based on your chosen schedule) to gain a better understanding of the project, deliverables, and further project details.
2) Weekly meeting or message discussing the progress of the project:
We will either schedule a meeting or send a message to the client to discuss the project's progress, ensuring that the client is informed about the latest updates. 3) What after we finish the project:
After we finish the project (and the client reviews and approves the work), the client gets 1 hour/week of support for maintenance and tuning {the time based on the plan}
FAQs
What is started plan?
Price: $700 -->Delivery Days: 2 weeks * Consultation: 1-hour initial consultation to understand the project requirements. * Data Preparation: Preprocessing of up to 1,000 images for training. * Model Development: Development of a basic object detection model using a pre-trained model (e.g., YOLO, SSD). * Training: Training the model on the provided dataset. * Evaluation: Basic evaluation and performance metrics (accuracy, precision, recall). * Deployment: Deployment of the model on a local environment or cloud-based API. * Support: 2 weeks post-deployment support for bug fixes and minor adjustments.
What is started plan?
Price:$2,500 --> Delivery Days: 4 weeks * Consultation: 2-hour initial consultation to understand detailed project requirements. * Data Preparation: Preprocessing of up to 5,000 images, including augmentation. * Model Development: Custom object detection model development with fine-tuning of pre-trained models. * Training: Training on a larger dataset with hyperparameter tuning. * Evaluation: Detailed evaluation with comprehensive performance metrics and validation on a test dataset. * Deployment: Deployment on local, cloud, or edge devices. * Integration: Basic integration with the client's application or system. * Documentation: Detailed documentation of the model and deployment process. * Support: 1-month post-deployment support for bug fixes, minor adjustments, and performance tuning.
What is Advanced Plan?
Price: $3,500 --> Delivery Days: 6 weeks * Consultation: 5-hour comprehensive consultation to understand in-depth project requirements and objectives. * Data Preparation: Preprocessing and augmentation of up to 10,000 images, including custom data annotation. * Model Development: Development of a highly customized object detection model with advanced techniques * Training: Extensive training on a large dataset with advanced hyperparameter tuning and model optimization. * Evaluation: In-depth evaluation with detailed performance metrics, cross-validation, and testing on a diverse dataset. * Deployment: Deployment on local, cloud, edge devices, or custom environments with high scalability. * Integration: Advanced integration with the client's existing systems, including API development. * Documentation: Comprehensive documentation, including user manuals and technical guides. * Support: 2-month post-deployment support with regular updates, performance monitoring, and enhancements.
How do I choose the right plan for my project?
Starter Plan: Best for basic needs and cost-effectiveness. Standard Plan: Ideal for more robust solutions with custom detection and additional features. Advanced Plan: Recommended for large projects requiring advanced techniques, extensive support
What kind of post-project support is included in each plan?
The support provided is 1 hour per week for The Starter Plan, 2 weeks of support for the Standard Plan, and 2 months of support for the Advanced Plan, along with regular updates and enhancements.
Can I upgrade my plan after purchase?
Yes, you can upgrade your plan after purchase. Contact us to discuss your new requirements and transition to a more suitable plan.
What's included
Model.pt
You will get the final pre-trained model as .pt file (or any other file you need)
Detailed documentation
You will get a detailed documentation explaining how to use the model
Source code (optional)
You can get the final code with detailed comments
Skills and tools
Industries
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