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awesome-segment-anything

Tracking and collecting papers/projects/others related to Segment Anything.

closed-form-matting

Python implementation of A. Levin D. Lischinski and Y. Weiss. A Closed Form Solution to Natural Image Matting. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2006, New York

color-unmixing

Unofficial re-implementation of Aksoy et al.'s soft segmentation method [2017]

cuda-practice

Practicing CUDA.

deeplab-pytorch

PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC

dfanet

reimpliment of DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation

differential-equation-solver

Trying out numerical methods for solving differential equations.

epipolar

Going through epipolar geometry and 3d reconstruction.

face-ar

fire-control

Play the game Crossout more efficiently

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

generative-models

Trying out some deep generative models.

global-matting

An implementation of global matting algorithm for OpenCV.

gran

Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019

keypoint

A project that goes over old-school key-point detection and description. Panorama stitching and Augmented Reality are also demonstrated.

knn-matting

Python implementation of KNN Matting, CVPR 2012 / TPAMI 2013 http://dingzeyu.li/projects/knn/

lucas-kanade

Reviewing the old-school Lucas-Kanade tracker. Correlation filter is also covered.

masterpiece

Neural Artistic Style implemented from scratch with C++ and CUDA.

mpitutorial

MPI programming lessons in C and executable code examples

neural_renderer

A PyTorch port of the Neural 3D Mesh Renderer

nn-review

Just reviewing the regular neural network stuff. Demonstrates the training and testing of a tiny nn for text classification.

open3d

Open3D: A Modern Library for 3D Data Processing

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

path-planning

Convex hull, path planning for a point and a polygon

pl0-compiler

This is a compiler that complies a c-like language into MIPS assembly.

plane-fitting

We fit a 3D plane from noisy points. In this project, we used SVD to find LSE solution. In addition, RANSAC is used for robustness to outliers.

probabilistic-nn

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

pytorch_realtime_multi-person_pose_estimation

This is a pytorch version of Realtime_Multi-Person_Pose_Estimation, origin code is here https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation