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aestheval

Code for the paper "Understanding Aesthetics with Language: A Photo Critique Dataset for Aesthetic Assessment"

applications_of_pca

Various applications of PCA are being explored.

blip

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

clip-sam

Experiment on combining CLIP with SAM to do open-vocabulary image segmentation.

clip2latent

clipseg

This repository contains the code of the CVPR 2022 paper "Image Segmentation Using Text and Image Prompts".

cris.pytorch

An official PyTorch implementation of the CRIS paper

deepharmonization

Demo code of the paper: "Deep Image Harmonization", Y.-H. Tsai, X. Shen, Z. Lin, K. Sunkavalli, X. Lu and M.-H. Yang, CVPR 2017

fire_classification

fourier_analysis

Applications of Fourier analysis in audio processing (STFT and Specctrogram)

grumodepth

guided-diffusion

hard-prompts-made-easy

image-composition-assessment-dataset-cadb

[BMVC2021] The first image composition assessment dataset. Used in the paper "Image Composition Assessment with Saliency-augmented Multi-pattern Pooling". Useful for image composition assessment, image aesthetic assesment, etc.

inspyrenet

InSPyReNet: Inverse Saliency Pyramid Reconstruction Network for Salient Object Detection (ACCV2022)

openvino_opencv

Various different examples (image classification, object detection and image segmentation) of using OpenVINO with OpenCV

pydata-essentials

PyData Essentials

replknet-pytorch

Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)

sc_depth_pl

Pytorch Lightning Implementation of SC-Depth (V1, V2...) for Unsupervised Monocular Depth Estimation.

speech_commands_classify

Classification of speech commands using TF dataset

ssharmonization

[ICCV'2021] "SSH: A Self-Supervised Framework for Image Harmonization", Yifan Jiang, He Zhang, Jianming Zhang, Yilin Wang, Zhe Lin, Kalyan Sunkavalli, Simon Chen, Sohrab Amirghodsi, Sarah Kong, Zhangyang Wang

tf_model_quant

Model quantization using TFLite example

transparent-background

This is a background removing tool powered by InSPyReNet (ACCV 2022)

video-harmonization-dataset-hyoutube

[IJCAI 2022] The first public benchmark dataset for video harmonization. The code used in our paper "Deep Video Harmonization with Color Mapping Consistency", IJCAI 2022.