ylogx / aesthetics
Image Aesthetics Toolkit - includes Fisher Vector implementation, AVA (Image Aesthetic Visual Analysis) dataset and fast multi-threaded downloader
☆220Updated last year
Alternatives and similar repositories for aesthetics:
Users that are interested in aesthetics are comparing it to the libraries listed below
- ECCV2016 - fine-grained photo aesthetics rating with interpretability☆301Updated 2 months ago
- Download AVA dataset (A Large-Scale Database for Aesthetic Visual Analysis)☆405Updated last year
- Image Aesthetics Estimation (WACV18)☆62Updated 6 years ago
- A list of Image Aesthetics papers and resources.☆73Updated 5 years ago
- NIMA: Neural IMage Assessment☆337Updated 2 years ago
- A PyTorch Implementation of Neural IMage Assessment☆545Updated 3 years ago
- A PyTorch NIMA Implementation using DenseNet. NIMA is a research endeavor that rates the aesthetic quality of images☆35Updated 2 years ago
- MLSP feature learning for the AVA aesthetics database☆76Updated 3 years ago
- The official implementation of MP_{ada} in Attention-based Multi-patch Aggregation for Image Aesthetic Assessment (MM 2018)☆81Updated 4 years ago
- ☆50Updated 6 years ago
- Implementation of NIMA: Neural Image Assessment in Keras☆786Updated 5 years ago
- [ICCV 2017] Personalized Image Aesthetics☆42Updated last year
- A dataset that includes photos downloaded from Flickr and annotations that indicates a local window representing a good composition.☆72Updated this week
- ReLIC for image aesthetic assessment, CVIU 2020☆44Updated 4 years ago
- The official implementation for A2-RL: Aesthetics Aware Rinforcement Learning for Automatic Image Cropping☆193Updated 6 years ago
- ☆114Updated 6 years ago
- Implementation of NIMA: Neural Image Assessment☆69Updated 6 years ago
- A deep ranking network that learns to find good compositions in a photograph.☆73Updated 3 years ago
- KonIQ-10k Deep Learning Models☆121Updated 3 years ago
- Source code for "From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality"☆100Updated 2 years ago
- A metric for Perceptual Image-Error Assessment through Pairwise Preference (PieAPP at CVPR 2018).☆193Updated last year
- ☆49Updated 4 years ago
- Project page of the CVPR2019 paper "Reliable and Efficient Image Cropping: A Grid Anchor based Approach"☆119Updated 4 years ago
- [unofficial] Pytorch implementation of WaDIQaM in TIP2018, Bosse S. et al. (Deep neural networks for no-reference and full-reference imag…☆129Updated last year
- [unofficial] PyTorch Implementation of image quality assessment methods: IQA-CNN++ in ICIP2015 and IQA-CNN in CVPR2014☆96Updated 2 years ago
- PyTorch implementation of "Grid anchor based image cropping"☆123Updated last month
- EVA: An Explainable Visual Aesthetics Dataset☆24Updated 2 years ago
- [BMVC2021] The first image composition assessment dataset. Used in the paper "Image Composition Assessment with Saliency-augmented Multi-…☆120Updated 2 years ago
- A python implementation of BRISQUE Image Quality Assessment☆234Updated 2 years ago
- [official] Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment (ACM MM 2020)☆99Updated last year