Wb color augmenterWB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].
Stars: ✭ 89 (-55.94%)
Video ClassificationTutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
Stars: ✭ 543 (+168.81%)
DgmDirect Graphical Models (DGM) C++ library, a cross-platform Conditional Random Fields library, which is optimized for parallel computing and includes modules for feature extraction, classification and visualization.
Stars: ✭ 157 (-22.28%)
Superpoint graphLarge-scale Point Cloud Semantic Segmentation with Superpoint Graphs
Stars: ✭ 533 (+163.86%)
PaddlesegEnd-to-end image segmentation kit based on PaddlePaddle.
Stars: ✭ 1,244 (+515.84%)
ConvcrfThis repository contains the reference implementation for our proposed Convolutional CRFs.
Stars: ✭ 514 (+154.46%)
ImagenetPytorch Imagenet Models Example + Transfer Learning (and fine-tuning)
Stars: ✭ 134 (-33.66%)
Vnet.pytorchA PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
Stars: ✭ 506 (+150.5%)
Keras IcnetKeras implementation of Real-Time Semantic Segmentation on High-Resolution Images
Stars: ✭ 85 (-57.92%)
Pytorch UnetSimple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation
Stars: ✭ 470 (+132.67%)
LednetLEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation
Stars: ✭ 450 (+122.77%)
FrostnetFrostNet: Towards Quantization-Aware Network Architecture Search
Stars: ✭ 85 (-57.92%)
AirsimOpen source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
Stars: ✭ 12,528 (+6101.98%)
MmsegmentationOpenMMLab Semantic Segmentation Toolbox and Benchmark.
Stars: ✭ 2,875 (+1323.27%)
SegmentationcppA c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.
Stars: ✭ 49 (-75.74%)
Probabilistic unetA U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.
Stars: ✭ 427 (+111.39%)
Spacenet building detectionProject to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.
Stars: ✭ 83 (-58.91%)
Vision4j CollectionCollection of computer vision models, ready to be included in a JVM project
Stars: ✭ 132 (-34.65%)
Deeplab v3 plusThis is an ongoing re-implementation of DeepLab_v3_plus on pytorch which is trained on VOC2012 and use ResNet101 for backbone.
Stars: ✭ 83 (-58.91%)
XferTransfer Learning library for Deep Neural Networks.
Stars: ✭ 177 (-12.38%)
DldlDeep Label Distribution Learning with Label Ambiguity
Stars: ✭ 49 (-75.74%)
Neuraldialog ZsdgPyTorch codebase for zero-shot dialog generation SIGDIAL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
Stars: ✭ 131 (-35.15%)
AdvsemisegAdversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018
Stars: ✭ 382 (+89.11%)
HtcnImplementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)
Stars: ✭ 82 (-59.41%)
ApolloAn open autonomous driving platform
Stars: ✭ 19,814 (+9708.91%)
Flow ForecastDeep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Stars: ✭ 368 (+82.18%)
Realtime Semantic SegmentationImplementation of RefineNet to perform real time instance segmentation in the browser using TensorFlow.js
Stars: ✭ 79 (-60.89%)
Kimera SemanticsReal-Time 3D Semantic Reconstruction from 2D data
Stars: ✭ 368 (+82.18%)
SegsortSegSort: Segmentation by Discriminative Sorting of Segments
Stars: ✭ 130 (-35.64%)
Elektronn3A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data
Stars: ✭ 78 (-61.39%)
Cdcl Human Part SegmentationRepository for Paper: Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation (TCSVT20)
Stars: ✭ 143 (-29.21%)
FpconvFPConv: Learning Local Flattening for Point Convolution, CVPR 2020
Stars: ✭ 114 (-43.56%)
Amazon Forest Computer VisionAmazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
Stars: ✭ 346 (+71.29%)
Mmt[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.
Stars: ✭ 345 (+70.79%)
Robust Detection BenchmarkCode, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)
Stars: ✭ 128 (-36.63%)
Ner BertBERT-NER (nert-bert) with google bert https://github.com/google-research.
Stars: ✭ 339 (+67.82%)
RexnetOfficial Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models
Stars: ✭ 319 (+57.92%)
Self Driving CarUdacity Self-Driving Car Engineer Nanodegree projects.
Stars: ✭ 2,103 (+941.09%)
Pytorch cppDeep Learning sample programs using PyTorch in C++
Stars: ✭ 114 (-43.56%)
Lung SegmentationSegmentation of Lungs from Chest X-Rays using Fully Connected Networks
Stars: ✭ 47 (-76.73%)
Switchnorm segmentationSwitchable Normalization for semantic image segmentation and scene parsing.
Stars: ✭ 47 (-76.73%)
Pytorch RetrainingTransfer Learning Shootout for PyTorch's model zoo (torchvision)
Stars: ✭ 167 (-17.33%)
Fcn GooglenetGoogLeNet implementation of Fully Convolutional Networks for Semantic Segmentation in TensorFlow
Stars: ✭ 45 (-77.72%)
Cen[NeurIPS 2020] Code release for paper "Deep Multimodal Fusion by Channel Exchanging" (In PyTorch)
Stars: ✭ 112 (-44.55%)