Yao's starred repositories
PyTorch-Soft-Argmax
PyTorch implementation of Soft-Argmax in 1D/2D/3D
focal-frequency-loss
[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis
Spider_XHS
小红书爬虫，小红书笔记、主页、搜索爬取
Awesome-Diffusion-Model-Based-Image-Editing-Methods
Diffusion Model-Based Image Editing: A Survey (arXiv)
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
deep-learning-dynamics-paper-list
This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and stochastic optimization. Thus, deep learning dynamics play an essentially important role in theoretical foundation of deep learning.
stable-weight-decay-regularization
[NeurIPS 2023] The PyTorch Implementation of Scheduled (Stable) Weight Decay.
image_segment-matting_method
Internship program----Infimind project to change color on pictures with SAM model and PP-matting model
Adaptive-Token-Dictionary
CVPR2024 - Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary
Noise-free-Optimization-in-Early-Training-Steps-for-Image-Super-Resolution
[AAAI2024] Official Repository for Noise-free Optimization in Early Training Steps for Image Super-Resolution
onnx_quant_tool
An onnx-based quantitation tool.
blur_detection
Blurred Region Detection using Singular Value Decomposition (SVD)
Segmentation_Losses
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook
BlurDetection2
Blur Detection with OpenCV in Python
Bringing-Old-Photos-Back-to-Life
Bringing Old Photo Back to Life (CVPR 2020 oral)
lama-with-refiner
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
random_quantize
a novel data augmentation method across data modalities
huggingface-cloth-segmentation
Huggingface cloth segmentation using U2NET
HairNet_DataSetGeneration
The programs for generating the 40k hair dataset in HairNet: Single-View Hair Reconstruction using Convolutional Neural Networks https://arxiv.org/abs/1806.07467
Image-Harmonization-Dataset-iHarmony4
[CVPR 2020] The first large-scale public benchmark dataset for image harmonization. The code used in our paper "DoveNet: Deep Image Harmonization via Domain Verification", CVPR2020. Useful for image harmonization, image composition, etc.
SegLossOdyssey
A collection of loss functions for medical image segmentation