I offer object detection system development utilizing YOLO, MediaPipe, OpenCV, CNN, and Python

Service Description

Hello!

If you require real-time object detection for a project, I am skilled in developing intelligent vision systems utilizing YOLO (Ultralytics), CNNs, OpenCV, PyTorch, and TensorFlow.

I can construct a complete pipeline, from data labeling to deployment, for detecting items such as individuals, vehicles, or specific objects within videos or images.

Services Provided:

• Real-time detection using YOLOv3/v4/v5/v8
• Training of customized models (Ultralytics)
• Complete pipeline development: labeling, training, testing, deployment
• Detection based on video, image, or webcam input
• Object tracking (Deep SORT, ByteTrack)
• Clear visual results with bounding boxes
• Exporting models in ONNX, TensorRT, or TFLite formats

Technologies and Tools Utilized:

• Frameworks: PyTorch, TensorFlow, Keras, OpenCV
• Models: YOLO (Ultralytics), SSD, Faster R-CNN, MobileNet
• Utilities: Roboflow, LabelImg, CVAT
• Development: Python, Jupyter Notebook, Google Colab, Streamlit, Flask, FastAPI
• Libraries: NumPy, Pandas for managing and visualizing data