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Lei He's Projects

leiup.github.io icon leiup.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

lift icon lift

Code release for the ECCV 2016 paper

mask_rcnn icon mask_rcnn

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

models icon models

Models and examples built with TensorFlow

monodepth icon monodepth

Unsupervised single image depth prediction with CNNs

multinet icon multinet

Real-time Joint Semantic Reasoning for Autonomous Driving

multiobjectiveoptimization icon multiobjectiveoptimization

Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"

mv3d icon mv3d

Multi-view 3D Models from Single Images with a Convolutional Network

mvcsnp icon mvcsnp

Code release for "Multi-view Consistency as Supervisory Signal for Learning Shape and Pose Prediction"

mvsnet icon mvsnet

MVSNet: Depth Inference for Unstructured Multi-view Stereo (ECCV2018, Oral Presentaion)

mxnet icon mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

pix2pix-tensorflow icon pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

pydensecrf icon pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

pykitti icon pykitti

Python tools for working with KITTI data.

refinenet icon refinenet

RefineNet: Multi-Path Refinement Networks with Identity Mappings for High-Resolution Semantic Segmentation

sfmlearner icon sfmlearner

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

sparse-to-dense icon sparse-to-dense

Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image

srgan icon srgan

A tensorflow implemenation of Christian et al's SRGAN(super-resolution generative adversarial network)

subpixel icon subpixel

subpixel: A subpixel convnet for super resolution with Tensorflow

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-fcn icon tensorflow-fcn

An Implementation of Fully Convolutional Networks in Tensorflow.

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