hongdayu's repositories
autoaugment
Reproduction of AutoAugment from Google
albumentations
fast image augmentation library and easy to use wrapper around other libraries
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
PreciseRoIPooling
Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).
TernausNet
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
Awesome-Segmentations
Lots of semantic image segmentation implementations in Tensorflow/Keras
cascade-rcnn_Pytorch
An implementation of Cascade R-CNN: Delving into High Quality Object Detection.
chainer-fcis
Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation
deep-learning-papers-translation
深度学习论文翻译，包括分类论文，检测论文等
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
DetNet_pytorch
An implementation of DetNet: A Backbone network for Object Detection.
face_recognition
The world's simplest facial recognition api for Python and the command line
ICCV-PnPRansac_mutiprocessing
Reproduction and revision of PnPRansac algorithm （cv2.solvePnPRansac算法的复现与修改）
ICIAR2018-1
BACH - ICIAR 2018 Grand Challenge on BreAst Cancer Histology images: A deep-learning approach
Insta-DM
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency (AAAI 2021)
LargeScaleNeRFPytorch
1. Weekly classified NeRF literature. 2. Non-official implementation of Block-NeRF and Mega-NeRF in Pytorch. 3. Train your large-scale NeRF in the wild.
LovaszSoftmax
Code for the Lovász-Softmax loss (CVPR 2018)
mace
Mobile AI Compute Engine
mmdetection
Open MMLab Detection Toolbox
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
qupath
QuPath - Open Source Digital Pathology
RelativisticGAN
Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"
SlideRunner
SlideRunner is a tool for massive cell annotations in whole slide images
tensorflow
An Open Source Machine Learning Framework for Everyone
torch2trt
convert torch module to tensorrt network or tvm function