I will annotate images and train a custom yolo object detection model

I annotate your images and train a custom YOLO model that detects YOUR objects, not generic pre-trained demos.

I am an NVIDIA Inception member with a Python AI/ML team that has deployed object detection systems in manufacturing, security, restaurant, and sports analytics across 6 countries.

WHAT I DELIVER:

STEP 1 ANNOTATION & LABELING

Bounding box, polygon, or keypoint annotation

Tools: CVAT, LabelImg, Roboflow, Label Studio, YOLO format export (yaml + txt labels)

STEP 2 DATASET PREPARATION

Augmentation, train/val/test split, quality audit

STEP 3 YOLO MODEL TRAINING

YOLOv8 custom training on your dataset, GPU-accelerated on NVIDIA CUDA, mAP, precision, recall, and confusion matrix report

STEP 4 DEPLOYMENT (Premium only)

TensorRT optimization 3-5x faster inference, FastAPI inference endpoint, Python script ready to run

WHAT I HAVE BUILT:

Football player tracking 22 players simultaneously

Smoking and PPE detection on NVIDIA Jetson edge hardware

Restaurant kitchen hygiene compliance monitoring

You receive: labeled dataset, trained model weights, inference script, and training report.

Message me before ordering with your images and use case.