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$
USD
I will train a custom yolo object detection model for your dataset
Software Engineer, AI Developer, Kotlin Developer
Hello, I'm Mert. I'm a software engineering graduate of Sakarya University. I'm deeply interested in artificial intelligence and Android development. My main projects include:
-An AI model for early-s...
About this Gig
Need a custom YOLO object detection model for your unique project? I specialize in training YOLO models to detect the objects you care aboutaccurately and efficiently.
What I Offer:
- Custom YOLO Training for 1 to 5 object classes, depending on your package.
- Hyperparameter Tuning: I fine-tune learning rate, anchors, and other key settings to optimize your model.
- Performance Report: Youll get a detailed report with mAP, precision, and recall.
- TFLite Conversion (Standard & Premium): For mobile/edge deployment.
- Quantized Models (Premium): Faster, smaller models optimized for mobile devices.
- Deployment Guide (Premium): Step-by-step instructions to integrate your model into apps or embedded systems.
Packages:
- Basic ($90): YOLO training for 1 class, basic tuning, 5k images, 3 days, 0 revisions.
- Standard ($200): Up to 3 classes, advanced tuning, TFLite, 10k images, 5 days, 1 revision.
- Premium ($350): Up to 5 classes, full tuning, TFLite + quantized models, deployment guide, 20k images, 7 days, 2 revisions.
Need help with dataset preparation or want to discuss your project? Feel free to contact me!
Expertise:
Image processing
•
Classification
•
Object detection
Programming language:
Python
Frameworks:
Scikit-learn
•
Keras
•
PyTorch
•
Panda
Tools:
Jupyter Notebook
•
OpenCV
•
TensorFlow
FAQ
What kind of dataset do I need to provide?
You’ll need a labeled dataset with images and annotations (e.g., YOLO, COCO, or Pascal VOC format). If you need help with annotation, I offer a custom service for dataset labeling—feel free to contact me.
Do you handle data annotation or labeling?
Yes. While dataset labeling isn’t included by default, I offer this as an extra service. Reach out if you have raw images and need annotation, and I’ll provide a custom quote for the labeling process.
What YOLO versions can you work with?
I primarily work with YOLOv11 and YOLOv12, but I can train models on other YOLO versions (e.g., YOLOv8) if needed. Let me know your preferred version before placing the order, and we’ll discuss the best option for your project.
How accurate will the trained YOLO model be?
Accuracy depends on the quality, size, and diversity of your dataset. I will optimize the model’s hyperparameters to achieve the best possible accuracy. You will also receive a performance report to understand the final model’s results.
Can you help optimize the model for mobile or edge devices?
Yes. In the Standard and Premium packages, I provide TensorFlow Lite (TFLite) conversion for mobile deployment. The Premium package also includes a quantized TFLite model for faster, more efficient performance on mobile and edge devices.
What’s included in the performance report?
The performance report includes key metrics like mAP (mean Average Precision), precision, recall, and confusion matrix. In Standard and Premium packages, I also provide error analysis and class-based performance breakdowns.
Do you provide post-delivery support or revisions?
Yes. Revisions are included in the Standard (1 revision) and Premium (2 revisions) packages. For ongoing support or additional fine-tuning after delivery, I also offer consultation as an extra service.
What if I have more than 5 object classes?
If you need to train a model for more object classes than included in the selected package, you can choose the “Additional Object Class” extra for an added fee per class or contact me for a custom offer.
Can you assist with deploying the model in a mobile app or on edge devices?
Yes. The Premium package includes a deployment guide that covers integrating the TFLite model into Android/iOS apps or running it on edge devices (like Raspberry Pi). If you need further assistance, I also offer personalized deployment consultation as an extra service.
How do I know which package is right for me?
If you have a simple project with one object class and need a quick model, the Basic package is for you. For multi-class detection and mobile deployment, the Standard package fits best. If you need full optimization, quantized models, or a deployment guide, choose the Premium package.
