I will build computer vision models

I will train custom YOLO object detection, tracking & counting models

Gig Description:

I train accurate custom object detection models for detecting, tracking, and counting objects in images, videos, or live streams. Optimized for high speed (FPS) and precision (mAP).

Services:

• Dataset collection & annotation (OpenCV, LabelImg/CVAT)
• Preprocessing & augmentation
• Model training/fine-tuning (detection, classification)
• Multi-object tracking & counting (ByteTrack, DeepSORT)
• Direction analysis
• Image segmentation (optional)
• High-performance inference

Models: YOLO (v3v11), SSD MobileNet, EfficientDet, Detectron2

Tools: OpenCV, PyTorch, TensorFlow/Keras, Scikit-learn

Deliverables:

• Model weights & configs
• Training notebooks/scripts
• Metrics (mAP, precision/recall, FPS)
• Demo inference code
• Documentation

Perfect for research, prototypes, edge devices.

• Message me first to discuss your data & needs. Let's build it right! Thanks ️