wkcbe's repositories
awesome-attention-mechanism-in-cv
Awesome List of Attention Modules and Plug&Play Modules in Computer Vision
deep_learning_paper
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Enzo-MiMan.github.io
Skills
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
Image-Fusion
Deep Learning-based Image Fusion: A Survey
Light-Field-Fourier-Slice-Refocusing
Simple reproduced version of Light Field Fourier Slice Refocusing (do refocusing very fast)
Light-Field-Structure-Tensor-Depth-Estimation
Simple reproduced version of Light Field Depth Estimation with Structure Tensor on EPI (estimate depth very fast)
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
RGBD-semantic-segmentation
A paper list of RGBD semantic segmentation (processing)
Saliency-Evaluation-Toolbox
This Toolbox contains E-measure, S-measure, weighted F & F-measure, MAE and PR curves or bar metrics for salient object detection.
SOD-CNNs-based-code-summary-
The summary of code and paper for salient object detection with deep learning.
Stereo-Magnification-Learning-view-synthesis-using-multiplane-images-MPIs-
Reproduce Pytorch implementationof MPIs
Transformer-in-Computer-Vision
A paper list of some recent Transformer-based CV works.
Visual-Tracking-Development
Visual Object Tracking