I will build object detection using yolo, mediapipe, opencv, CNN, and python

Need real-time object detection for your project? I specialize in building smart vision systems using YOLO (Ultralytics), CNNs, OpenCV, PyTorch, and TensorFlow.

Whether its detecting people, vehicles, or custom objects in videos or images, Ill build a full pipeline from data labeling to deployment.

What I Offer:

• Real-time detection with YOLOv3/v4/v5/v8
• Custom model training (Ultralytics)
• Full pipeline: labeling, training, testing, deployment
• Video, image, or webcam-based detection
• Object tracking (Deep SORT, ByteTrack)
• Clean visual output with bounding boxes
• Export in ONNX, TensorRT, or TFLite formats

Tools & Tech I Use:

• 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 data handling and visualization