htcr's repositories
single-view-calibration
Trying to estimate camera pose from a single image.
lucas-kanade
Reviewing the old-school Lucas-Kanade tracker. Correlation filter is also covered.
path-planning
Convex hull, path planning for a point and a polygon
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
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.
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
knn-matting
Python implementation of KNN Matting, CVPR 2012 / TPAMI 2013 http://dingzeyu.li/projects/knn/
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
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
tacotron2
Tacotron 2 - PyTorch implementation with faster-than-realtime inference