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马栋梁's Projects

espnet icon espnet

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

examples icon examples

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

flashtorch icon flashtorch

Visualisation toolkit for neural networks in PyTorch - towards explainable and interpretable AI!

flow-forecast icon flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

ghostnet icon ghostnet

[CVPR2020] Surpassing MobileNetV3: "GhostNet: More Features from Cheap Operations"

holocron icon holocron

PyTorch implementations of recent Computer Vision tricks

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and MXNet.

hrnet-semantic-segmentation icon hrnet-semantic-segmentation

This is an official implementation of semantic segmentation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919

isbi2017-part1 icon isbi2017-part1

Implementation of the segmentation task for ISIC 2017. https://arxiv.org/abs/1703.04819

jnuthesis icon jnuthesis

江南大学学位论文 XⱻLᴬTᴇX 宏包

leetcode icon leetcode

:pencil2: LeetCode solutions in C++ 11 and Python3

lightnet icon lightnet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

lightweight-segmentation icon lightweight-segmentation

Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igcv3).

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