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English
$
USD
I will build custom computer vision, object detection in python
Tech Support and Cybersecurity expert
Hello, I'm Nosa. Thank you for visiting my profile!
I am an Electrical and Electronics Engineer with a knack for cybersecurity. For four years, I have provided tech support, graphics, and web service...
Level 1
Has met certain performance criteria and shows strong potential in the marketplace.
About this Gig
Need a computer vision engineer who can actually build the thing, not just talk about models?
I work on practical Python-based computer vision systems for images, video and live streams. My background covers object detection, classification, segmentation, anomaly detection and geometry-based visualisation. Recent work on my GitHub includes DETR object detection, SAM segmentation, licence plate detection, CCTV anomaly detection, CCTV threat-object classification, aerial object detection, ViT image classification and 3D bounding box overlay projects.
I can help with:
- custom object detection for your dataset
- image classification and model fine-tuning
- segmentation and mask-based workflows
- object tracking, counting and event logic
- OpenCV pipelines for preprocessing and postprocessing
- inference scripts, APIs and deployment support
I work mainly with Python, OpenCV, PyTorch, TensorFlow and Ultralytics YOLO. I dont force a model because it sounds fancy. I pick what fits the data, the deadline and where you need the system to run.
Good fit for:
- security and CCTV analytics
- industrial inspection
- document and scene understanding
- retail counting
- research prototypes
Send me sample data first
Other Data Science & ML Services I Offer
FAQ
What kinds of projects do you take?
Object detection, classification, segmentation, tracking, counting, anomaly detection, OCR-connected vision pipelines, OpenCV tools, research prototypes and deployment support.
Can you train on my custom dataset?
Yes, if the data is labelled properly or you already know the target classes. If the labels are messy, I’ll tell you before starting.
Do you work with YOLO only?
No. I use YOLO a lot because it’s practical, but I also work with PyTorch, TensorFlow, DETR, SAM and OpenCV-based pipelines.
Will you include source code?
Yes, for Standard and Premium. For Basic, it depends on scope, but usually yes for scripts and notebooks.
Can you deploy the model?
Yes. I can help with APIs, local deployment and handover. Full production deployment needs a clear scope before order.
