Shipped

Computer Vision & Object Detection

Freelance

⚡The task was to extract meaning from images - identify what's in a frame and where - reliably enough for production use.

⚠️Real-time use meant the pipeline had to be fast on a live stream, not only accurate on a static test set.

⚙️Built image-classification models and object-detection pipelines using TensorFlow and PyTorch.

🛡️Used OpenCV for real-time image and video processing - capture, pre-processing, and frame-by-frame inference.

🚀Shipped models performing recognition and detection with real-time analysis fit for the client's workflow.

↳ Image-recognition and object-detection models with real-time image analysis via OpenCV

Computer VisionObject DetectionTensorFlowPyTorchOpenCVReal-Time