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an iii's Projects

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dla icon dla

Code for the CVPR Paper "Deep Layer Aggregation"

dms icon dms

Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries, ECCV 2018

drn_cvpr2020 icon drn_cvpr2020

Code and Dataset for CVPR2020 "Dynamic Refinement Network for Oriented and Densely Packed Object Detection"

enas-pytorch icon enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

ese_seg icon ese_seg

Explicit Shape Encoding for Real-time Instance Segmentation

fcos icon fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

fpn.pytorch icon fpn.pytorch

Pytorch implementation of Feature Pyramid Network (FPN) for Object Detection

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

glove-python icon glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

info-ground icon info-ground

Learning phrase grounding from captioned images through InfoNCE bound on mutual information

lang2seg icon lang2seg

Referring Expression Object Segmentation with Caption-Aware Consistency, BMVC 2019

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