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arap

Implementation of As-Rigid-As-Possible Surface Modeling

cmask2polygons

Convert rgb color mask to polygons per class

computationalgeometry

Computational Geometry Learning, example code

dataset_to_voc_converter

Scripts to convert datasets (Caltech pedestrian, MS COCO, HDA) to PASCAL VOC format

diceloss-pytorch

DiceLoss for PyTorch, both binary and multi-class.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

image-quantizer

Color image quantization

imagemorph

mada-sr

Modal Adaptive Super-Resolution for MR and CT Scans Reconstruction via Continual Learning

mls_image_deformation

Image Deformation Using Moving Least Square

multiyolov5

joint detection and semantic segmentation, based on ultralytics/yolov5,

ocr_tensorflow_cnn

tensorflow 实现端到端的OCR：二代身份证号识别

opencv

Open Source Computer Vision Library

optical_flow_based_on_duality_method

The three elements of optical flow are as follows: optical flow produces velocity field; it is a carrier with information and optical properties such as pixels; it is a projection imaging of 3D scene motion to two-dimensional plane. It is the instantaneous velocity field generated by the motion of pixels with grayscale on the plane of the image.

perceptualhashalgorithm

图片相似性对比的python实现

pytorch-ssim

pytorch structural similarity (SSIM) loss

scenereco

ctpn+crnn Scene character recognition

soft-nms

Python and Pytorch two implements of Soft NMS algorithm

srcnn-reproduction

The reproduction of SRCNN method for super-resolution

structure_knowledge_distillation

The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.

video-quality

Video quality metrics, reference implementation in python: VIF, SSIM, PSNR, ...

warpimage

Warp one triangle to another using OpenCV

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite