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melody47's Projects

bdcn icon bdcn

The code for the CVPR2019 paper Bi-Directional Cascade Network for Perceptual Edge Detection

detr icon detr

End-to-End Object Detection with Transformers

finegan icon finegan

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

instanas icon instanas

⚡️ [ICML'19 AutoML] InstaNAS: Instance-aware Neural Architecture Search

lanczosnetwork icon lanczosnetwork

Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

mask_rcnn icon mask_rcnn

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

ml_gcn icon ml_gcn

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

p-gnn icon p-gnn

Position-aware Graph Neural Networks

panopticsegmentation icon panopticsegmentation

PKU_360 Team's fuse code! This code is used to fuse the semantic segmentation result and instance segmentation result. We won the third place in COCO2018 panoptic segmentation.

pscn icon pscn

A python implementation of Patchy-San Convolutional Network for Graph

rgat icon rgat

A TensorFlow implementation of Relational Graph Attention Networks, paper: https://arxiv.org/abs/1904.05811

seq_scene_gen icon seq_scene_gen

Pytorch implementation for sequential image generation using GANs.

sg2im icon sg2im

Code for "Image Generation from Scene Graphs", Johnson et al, CVPR 2018

steganalysiscnn icon steganalysiscnn

An Improved CNN Steganalysis Architecture Based on “Catalyst Kernels” and Transfer Learning

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