Image Cropping
35 papers with code • 1 benchmarks • 4 datasets
Image Cropping is a common photo manipulation process, which improves the overall composition by removing unwanted regions. Image Cropping is widely used in photographic, film processing, graphic design, and printing businesses.
Libraries
Use these libraries to find Image Cropping models and implementations
AADB
CUHK Image Cropping
GNMC
Most implemented papers
See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification
Specifically, for each training image, we first generate attention maps to represent the object's discriminative parts by weakly supervised learning.
Kornia: an Open Source Differentiable Computer Vision Library for PyTorch
kornia/kornia
•
•
This work presents Kornia -- an open source computer vision library which consists of a set of differentiable routines and modules to solve generic computer vision problems.
A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping
wuhuikai/TF-A2RL
•
•
CVPR 2018
Image cropping aims at improving the aesthetic quality of images by adjusting their composition.
An End-to-End Neural Network for Image Cropping by Learning Composition from Aesthetic Photos
CVBase-Bupt/EndtoEndCroppingSystem
•
•
In this paper, we primarily focus on improving the accuracy of automatic image cropping, and on further exploring its potential in public datasets with high efficiency.
Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency
However, we demonstrate that formalized fairness metrics and quantitative analysis on their own are insufficient for capturing the risk of representational harm in automatic cropping.
Deep PCB To COCO Convertor
It has 1500 image pairs.
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection Strategy
We apply this strategy to SwinIR and present a new model, which named SwinOIR (Object Image Restoration Using Swin Transformer).
FiT: Flexible Vision Transformer for Diffusion Model
whlzy/fit
•
•
Nature is infinitely resolution-free.
Quantitative Analysis of Automatic Image Cropping Algorithms: A Dataset and Comparative Study
Automatic photo cropping is an important tool for improving visual quality of digital photos without resorting to tedious manual selection.
Learning to Compose with Professional Photographs on the Web
yiling-chen/view-finding-network
•
•
Photo composition is an important factor affecting the aesthetics in photography.
