segmentation

There are 40 repositories under segmentation topic.

albumentations
albumentations-team / albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
augmentation deep-learning detection fast-augmentations image-augmentation image-classification image-processing image-segmentation machine-learning object-detection python segmentation
Language:Python 10201
lexfridman / mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
artificial-intelligence data-science deep-learning deep-reinforcement-learning deep-rl deeplearning jupyter-notebooks machine-learning mit neural-networks segmentation self-driving-cars tensorflow tensorflow-tutorials
Language:Jupyter Notebook 9081
WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
bilibili classification deep-learning object-detection pytorch segmentation tensorflow2
Language:Python 8981
utkuozbulak / pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
cam cnn-visualization deep-dream grad-cam gradient gradient-visualization guided-backpropagation guided-grad-cam pytorch saliency segmentation smooth-grad
Language:Python 6587
dusty-nv / jetson-inference
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
deep-learning inference computer-vision embedded image-recognition object-detection segmentation jetson jetson-tx1 jetson-tx2 jetson-xavier nvidia tensorrt digits caffe video-analytics robotics machine-learning jetson-nano jetson-xavier-nx
Language:C++ 5592
qubvel / segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
deeplab-v3-plus deeplabv3 fpn image-processing image-segmentation imagenet linknet models neural-networks pretrained-backbones pretrained-models pretrained-weights pspnet pytorch segmentation segmentation-models semantic-segmentation unet unet-pytorch unetplusplus
Language:Python 5452
zhixuhao / unet
unet for image segmentation
keras segmentation unet
Language:Jupyter Notebook 3917
qubvel / segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
unet fpn segmentation keras pretrained pre-trained image-segmentation linknet pspnet tensorflow segmentation-models resnet resnext efficientnet densenet keras-tensorflow keras-models tensorflow-keras keras-examples mobilenet
Language:Python 3852
PaddlePaddle / PaddleX
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
classification deep-neural-networks deeplearning deployment detection industry jetson mobilenet neural-networks resnet segmentation unet yolov3
Language:Python 3735
charlesq34 / pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
classification geometry-processing neural-network point-cloud segmentation tensorflow
Language:Python 3722
CharlesShang / FastMaskRCNN
Mask RCNN in TensorFlow
maskrcnn rcnn fasterrcnn tensorflow detection segmentation pfn coco
Language:Python 3076
roytseng-tw / Detectron.pytorch
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
detection detectron mask-rcnn pose-estimation pytorch segmentation
Language:Python 2810
MIC-DKFZ / nnUNet
segmentation
Language:Python 2611
osmr / imgclsmob
Sandbox for training deep learning networks
3d-face-reconstruction chainer cifar classification deep-learning gluon human-pose-estimation image-classification imagenet keras machine-learning mxnet neural-network pretrained-models pytorch segmentation semantic-segmentation tensorflow tensorflow2
Language:Python 2558
HRNet / HRNet-Semantic-Segmentation
The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
cityscapes high-resolution high-resolution-net hrnets lip pascal-context segmentation segmentation-transformer semantic-segmentation transformer
Language:Python 2551
GeorgeSeif / Semantic-Segmentation-Suite
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
deep-learning tensorflow segmentation computer-vision python semantic-segmentation densenet refinenet encoder-decoder semantic-segmentation-models dataset epoch upsampling iou
Language:Python 2422
charlesq34 / pointnet2
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
3d-shape classification deep-learning point-cloud segmentation
Language:Python 2335
ShawnBIT / UNet-family
Paper and implementation of UNet-related model.
pytorch segmentation unet
Language:Python 2051
abhineet123 / Deep-Learning-for-Tracking-and-Detection
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
deep-learning object-detection detection tracking-by-detection tracking papers paper-collection code-collection segmentation optical-flow
Language:Shell 2022
xinario / awesome-gan-for-medical-imaging
Awesome GAN for Medical Imaging
ct-denoising deeplearning detection gan generative-adversarial-network medical-image-synthesis medical-imaging reconstruction registration segmentation super-resolution
1913
rsennrich / subword-nmt
Unsupervised Word Segmentation for Neural Machine Translation and Text Generation
bpe machine-translation neural-machine-translation nmt segmentation subword-units
Language:Python 1899
mapbox / robosat
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
satellite-imagery aerial-imagery machine-learning segmentation openstreetmap
Language:Python 1831
torch-points3d
torch-points3d / torch-points3d
Pytorch framework for doing deep learning on point clouds.
deep-learning kpconv minkowskiengine point-cloud pointnet pytorch s3dis scannet segmentation
Language:Python 1809
yanx27 / Pointnet_Pointnet2_pytorch
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
pointnet pointnet2 pointcloud segmentation s3dis modelnet shapenet pytorch classification visualization point-cloud
Language:Python 1564
PaddlePaddle / awesome-DeepLearning
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
cnn rnn detection classification gan video segmentation pose nlp recommender-system reinforcement-learning bert tinybert dynabert transformer dssm sarsa dqn
Language:Jupyter Notebook 1492
DefTruth / lite.ai.toolkit
🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, MODNet, YOLOR, NanoDet, YOLOX, SCRFD, YOLOX . MNN, NCNN, TNN, ONNXRuntime, CPU/GPU.
yolox retinaface onnxruntime object-detection face-detection face-recognition segmentation matting yolor yolop nanodet robustvideomatting mnn ncnn tnn mgmatting modnet scrfd yolox-nano yolox-tiny
Language:C++ 1451
BlenderProc
DLR-RM / BlenderProc
A procedural Blender pipeline for photorealistic training image generation
blender-pipeline segmentation depth-images camera-positions suncg-scene camera-sampling blender-installation synthetic blender rendering pose-estimation synthetic-data python 3d-graphics computer-graphics 3d-reconstruction 3d-engines 3d-front-dataset
Language:Python 1400
frombeijingwithlove / dlcv_for_beginners
《深度学习与计算机视觉》配套代码
adversarial beginners book caffe classification computer-vision deep-learning detection example gan generative model-fusion mxnet pytorch regression segmentation siamese u-net unet
Language:Python 1329
NifTK / NiftyNet
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
autoencoder convolutional-neural-networks deep-learning deep-neural-networks distributed gan image-guided-therapy medical-image-analysis medical-image-computing medical-image-processing medical-images medical-imaging ml neural-network pip python python2 python3 segmentation tensorflow
Language:Python 1308
soeaver / caffe-model
Caffe models (including classification, detection and segmentation) and deploy files for famouse networks
inception-resnet caffe caffemodel resnext imagenet resnet inception dpn faster-rcnn classification detection segmentation
Language:Python 1280
FCN.tensorflow
shekkizh / FCN.tensorflow
Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)
segmentation tensorflow fcn
Language:Jupyter Notebook 1259
MeshCNN
ranahanocka / MeshCNN
Convolutional Neural Network for 3D meshes in PyTorch
3d computer-graphics convolutional-neural-networks geometric-deep-learning machine-learning mesh pytorch segmentation
Language:Python 1241
BloodAxe / pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
pytorch kaggle image-classification image-segmentation deep-learning segmentation python image-processing machine-learning focal-loss jaccard-loss tta test-time-augmentation augmentation object-detection pipeline
Language:Python 1236
speedinghzl / CCNet
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).
cityscape pytorch scene-parsing segmentation self-attention semantic-segmentation
Language:Python 1230
yangyanli / PointCNN
PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
autonomous-driving classification convolutional-neural-networks deep-neural-networks machine-learning point-cloud pointcloud robotics scannet segmentation shapenet
Language:Python 1229
whai362 / PVT
backbone detection pvt pvtv2 segmentation transformer
Language:Python 1136

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Related Topics

deep-learning pytorch computer-vision semantic-segmentation