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$
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I will train yolov8 for custom object detection and deploy it
Saniya Khan
About this gig
I will build and deploy a YOLOv8 Object Detection system with Streamlit web app!
Are you looking to detect objects in images or videos using AI? I will train a custom YOLOv8 model on your dataset and build a professional Streamlit web app with real-time detection results.
What you will get:
Custom YOLOv8 model trained on your dataset
Streamlit web app with confidence threshold slider
Real-time object detection with bounding boxes
Grad-CAM heatmaps showing model focus areas
Detection results table with class names and confidence scores
Clean GitHub code with full documentation
Tech Stack:
YOLOv8 | PyTorch | Streamlit | Grad-CAM | Roboflow | OpenCV
What I need from you:
Your dataset (images + labels) or Roboflow link
List of classes to detect
Any specific requirements
Why choose me?
Real projects with proven results (mAP50: 63.5%)
Live demos on HuggingFace
Computer Vision specialist
Fast delivery and clear communication
Get to know Saniya Khan
Saniya Khan
Computer Vision and AI Engineer
- FromPakistan
- Member sinceFeb 2024
Languages
English
I specialize in Computer Vision and Deep Learning using PyTorch. I build image segmentation systems, object detection models, and AI-powered web apps.
✅ Brain Tumor Segmentation (UNet, Attention UNet, Grad-CAM)
✅ Flood Area Segmentation (Drone Imagery)
✅ Streamlit Web Apps
I deliver clean, well-documented code with fast turnaround. Let's build something amazing!
FAQ
What format should my dataset be in?
YOLO format or Roboflow export. I can also help convert other formats.
Can you train on my custom classes?
Yes! Basic supports up to 5 classes, Standard up to 10, Premium unlimited.
Will I get the source code?
Yes! Full clean code with documentation is included in all packages.
