Run a shell command silently, capturing output but not displaying it.

Runs YOLO and TrOCR on the image. Saves the image if objects or text are detected.

Updates progress bar smoothly over 10 seconds

Check if a URL is valid.

Opens the specified directory in the system's file explorer.

Runs OCR (TrOCR) and ensures only meaningful text is considered.

Extracts the specified number of least significant bits and normalizes them. - Keeps only the lowest `bits` LSBs of each channel. - Norma

Run OCR and return meaningful extracted text.

Returns the path to the Python interpreter inside the virtual environment.

Calculate Shannon entropy to detect packed or encrypted ELF files.

Calculate the entropy of an image to detect complexity.

Check the file type using the 'file' command (Linux/Mac only).

Creates a virtual environment if it doesn't exist.

Runs YOLO model on the image and returns True if an object is detected.

Main function to check if the file is an ELF executable and detect malware traits.

Prepares the image to improve OCR accuracy.

Extract only distinct, complex raster images from a PDF. :param pdf_path: Path to the input PDF file :param output_folder: Folder to sav

Returns selected checkboxes, or 'all' if everything is selected

Extract direct image URL from a Wikipedia file information page.

Ensure Linux-specific dependencies (like Poppler for pdf2image) are installed.

Ensure all required Python packages are installed in the virtual environment.

Check if an image is a duplicate using MD5 hashing.

Check if a file starts with ELF magic bytes.

Check if a file is an ELF executable using YARA rules.

Check if extracted text is meaningful (not gibberish).

Check if an ELF file has potential malware traits using YARA rules.

Restarts the script inside the virtual environment if not already inside it.

Run exiftool and capture output.

Run stegexpose and capture output.

Run stego-rat and capture output.

Run stegosuite and capture output.

Run stegseek and capture output.

Toggle between full screen and windowed mode.