Benjamin's repositories
SENet.mxnet
:fire::fire: A MXNet implementation of Squeeze-and-Excitation Networks (SE-ResNext, SE-Resnet, SE-Inception-v4 and SE-Inception-Resnet-v2) :fire::fire:
auto_training
preprocess label data for training
Cesium3DTilesConverter
Convert OSGB,Shp,GDAL To Cesium 3DTiles
cityscapesScripts
README and scripts for the Cityscapes Dataset
Deformable-ConvNets
Deformable Convolutional Networks
densenet.mxnet
:fire:A MXNet implementation of DenseNet (with BC structure):fire:
flownet2-pytorch
Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
ICNet-tensorflow
An implementation of ICNet (Real-time image segmentation) in tensorflow, containing train/test phase, see tutorial at:
incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
models
Models and examples built with TensorFlow
mx-maskrcnn
An MXNet implementation of Mask R-CNN
mxnet-yolo
YOLO: You only look once real-time object detector
ODM
A command line toolkit to generate maps, point clouds, 3D models and DEMs from drone, balloon or kite images.
PDAL
PDAL is Point Data Abstraction Library. GDAL for point cloud data.
PlaneFitting
Plane fitting using RANSAC
ResNet
Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet
SegNet-Tutorial
Files for a tutorial to train SegNet for road scenes using the CamVid dataset
TuSimple-DUC
Understanding Convolution for Semantic Segmentation
WebODM
📷 ✈ User-friendly, extendable application and API for processing aerial imagery.