Freaks City

This demonstration illustrates the implemantation of image restoration through inpainting algortihms using the OpenCV library. The application enables interactive masking of image regions follwoed by automated reconstruction of those areas using surrounding pixel data. The program workflow involves loading a source image, allowing users to draw ...

Processing cryptic video sources requires a multi-stage pipeline to reveal hidden visual information. This walkthrough demonstrates a practical approach using command-line tools and computer vision libraries. Initial Video Composition Two source videos containing concealed countdown sequences were combined using FFmpeg's mixing filter. The dire ...

Conventional multi-object tracking pipelines, such as SORT, typically rely on linear motion hypotheses. While valid for high-frame-rate scenarios with minimal obstruction, this assumption degrades significantly during occlusions, low frame rates, or non-linear maneuvers. To address these limitations, an improved tracking system was developed us ...

The core pipeline for resolving slider-based graphical verification challenges relies on capturing a static interface region, isolating the draggable element from the backgorund track, extracting structural features through edge detection, and correlating spatial offsets via template matching. Final displacement values must be calibrated agains ...