screen-detection

An online examination monitoring system employing YOLOv8, along with various other deep learning and machine learning approaches, centered around computer vision.

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Detect android devices' screen defects

Docker implementation of the OmniParser screen parsing tool

Detect android devices' screen defects using AI

Screen Detection in a Dark Room

A Python-based GUI automation project designed to simulate human-like behavior.

Detects whether an image is a real photo or a photo of a screen. No deep learning — 76 FFT/moiré features (pixel-grid aliasing, refresh banding, glare) into gradient-boosted trees, trained on real recaptures. 94.7% grouped 5-fold CV, ~0.5s per 12MP image on CPU. Flask web demo included.

A FiftyOne remote model for ScreenParser.

YOLO-based object detection tool for automatically locating digital screens in images or videos. Optimized for dataset generation and seamless integration with OCR pipelines.

Screen resolution is the number of pixels your monitor have in horizontal and vertical dimensions.