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I will finetune a computer vision model for your custom dataset
Computer Vision Engineer
I am a Computer Vision Engineer. I completed my PhD at The University of Texas at Dallas. My area of interest lies in Multimodal Interaction, Computer Vision and Image Processing.
About this Gig
I'll fine-tune a pre-trained computer vision model on your custom dataset to solve
your specific task object detection, image classification, segmentation, or
anomaly detection.
I have a PhD in Computer Vision and 5 years experience at Samsung Research America where I
trained and fine-tuned models on real-world, messy datasets across multiple domains.
What I deliver:
Fine-tuned model weights ready for inference
Clean inference script you can run immediately
Evaluation report with accuracy, precision, recall, and confusion matrix (Standard+)
FastAPI endpoint (Premium)
Full model documentation (Standard+)
What I need from you:
- Your labeled dataset (images + annotations)
- Description of your task and what success looks like
Message me before ordering to discuss your dataset and requirements.
Programming language:
Python
•
MATLAB
Tools:
OpenCV
•
PyTorch
Frameworks:
PyTorch
FAQ
What dataset format do you need?
For classification: images organized in folders by class. For detection/segmentation: COCO or YOLO format preferred. If your data is in a different format, message me first and I can advise.
What if my dataset is very small (under 500 images)?
Small datasets are fine for fine-tuning — I use data augmentation and transfer learning techniques to maximize performance. Message me with details before ordering.
