cuichanjie Goto Github PK

adversarial-frcnn

A-Fast-RCNN (CVPR 2017)

awesome-image-classification

A curated list of deep learning image classification papers and codes

awesome-meta-learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

awesome-panoptic-segmentation

Panoptic Segmentation Paper List.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

caffe-spn

Codes for Learning Affinity via Spatial Propagation Networks

ccnet

CCNet achieves the state-of-the-art performance on Cityscapes and ADE20K.

centernet

Object detection, 3D detection, and pose estimation using center point detection:

deepfi

An Indoor Fingerprinting Localization Algorithm which uses CSI from wifi

deeplabv3plus-pytorch

Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset interface has been finished.

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

drn-mxnet

Dense Relation Network: Learning Consistent and Context-Aware Representation For Semantic Image Segmentation. Modification of DRN source code

fastmaskrcnn

Mask RCNN in TensorFlow

fishnet

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

gitoperations

gradient-centralization

A New Optimization Technique for Deep Neural Networks

hands-on-meta-learning-with-python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

image_segmentation

pytorch Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

meta-sgd

Meta-SGD experiment on Omniglot classification compared with MAML

mmdetection

Open MMLab Detection Toolbox and Benchmark

mmsegmentation-distiller

This is a knowledge distillation toolbox based on mmsegmentation.

psmnet

Pyramid Stereo Matching Network (CVPR2018)

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorchinsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

segloss

A collection of loss functions for medical image segmentation

semanticsoftsegmentation

Spectral segmentation described in Aksoy et al., "Semantic Soft Segmentation", ACM TOG (Proc. SIGGRAPH), 2018

senet

Squeeze-and-Excitation Networks

tianchi_xuelang_ai_2

天池雪浪布匹瑕疵检测，复赛线上746，排名14/2403