I create specialized object detection models utilizing Yolo, CNN, and OpenCV

Service Description

If you require a Data Science specialist, you have found the right resource!

Do you need real-time object detection capabilities for your undertaking? I focus on creating intelligent vision systems utilizing YOLO (Ultralytics), Convolutional Neural Networks (CNNs), OpenCV, PyTorch, and TensorFlow.

Whether the goal is identifying individuals, vehicles, or specific objects within video footage or still images, I will construct a complete workflow from data annotation through to implementation.

Services Provided:

• Real-time detection using YOLOv3/v4/v5/v8
• Training of specialized models (Ultralytics)
• Complete process: annotation, training, evaluation, implementation
• Detection based on video, images, or live webcam feed
• Tracking of objects (Deep SORT, ByteTrack)
• Clear visual results with defined bounding boxes
• Output formats including ONNX, TensorRT, or TFLite

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

Important: Kindly reach out before submitting an order to avoid any potential confusion. Thank you!