See More Details: Efficient Image Super-Resolution by Experts Mining

This project wraps the code and models from seemoredetails to make it easier to use.

Installation

pip install seemore

Quick Start

from seemore import SeemoReUpscaler

# Initialize the upscaler
upscaler = SeemoReUpscaler("seemore_b_x4", device="cpu")

# Load and upscale an image
import cv2
image = cv2.imread("input.jpg")
result = upscaler(image)

Available Models

The following models are available:

• seemore_b_x2 - Base model, 2x upscaling
• seemore_b_x3 - Base model, 3x upscaling
• seemore_b_x4 - Base model, 4x upscaling
• seemore_t_x2 - Tiny model, 2x upscaling
• seemore_t_x3 - Tiny model, 3x upscaling
• seemore_t_x4 - Tiny model, 4x upscaling