segmentation

There are 52 repositories under segmentation topic.

WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
pytorch tensorflow2 classification object-detection bilibili deep-learning segmentation
Language:Python 16236
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
image-augmentation machine-learning augmentation deep-learning detection fast-augmentations segmentation image-segmentation image-processing image-classification python object-detection
Language:Python 12047
lexfridman / mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
deep-learning mit self-driving-cars deep-reinforcement-learning deep-rl artificial-intelligence neural-networks segmentation machine-learning data-science deeplearning tensorflow tensorflow-tutorials jupyter-notebooks
Language:Jupyter Notebook 9652
qubvel / segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
segmentation image-processing pspnet linknet unet unet-pytorch pytorch fpn models imagenet pretrained-models semantic-segmentation image-segmentation segmentation-models pretrained-backbones unetplusplus deeplabv3 deeplab-v3-plus pretrained-weights hacktoberfest
Language:Python 7315
utkuozbulak / pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
grad-cam cam pytorch guided-backpropagation guided-grad-cam gradient saliency segmentation gradient-visualization deep-dream cnn-visualization smooth-grad
Language:Python 7277
jetson-inference
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++ 6414
mikel-brostrom / yolo_tracking
SOTA real-time, multi-object tracking for object detectors
strongsort bytetrack ocsort osnet deep-learning segmentation tensorrt tracking-by-detection yolo botsort deepocsort
Language:Python 4758
PaddlePaddle / PaddleX
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
classification detection segmentation yolov3 unet mobilenet resnet deployment jetson deeplearning deep-neural-networks neural-networks industry
Language:Python 4329
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 4324
zhixuhao / unet
unet for image segmentation
unet keras segmentation
Language:Jupyter Notebook 4199
charlesq34 / pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
point-cloud classification segmentation neural-network tensorflow geometry-processing
Language:Python 4190
MIC-DKFZ / nnUNet
segmentation
Language:Python 3691
CharlesShang / FastMaskRCNN
Mask RCNN in TensorFlow
maskrcnn rcnn fasterrcnn tensorflow detection segmentation pfn coco
Language:Python 3089
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
segmentation semantic-segmentation cityscapes pascal-context lip high-resolution high-resolution-net hrnets transformer segmentation-transformer
Language:Python 2861
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 2824
DefTruth / lite.ai.toolkit
🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOv5, YOLOX, YOLOP, YOLOv6, YOLOR, MODNet, YOLOX, YOLOv7, YOLOv8. MNN, NCNN, TNN, ONNXRuntime.
yolox retinaface onnxruntime segmentation yolor yolop nanodet robustvideomatting mnn ncnn tnn modnet scrfd yolox-nano yolox-tiny yolov6 yolov7 onnx yolov5 yolov8
Language:C++ 2816
osmr / imgclsmob
Sandbox for training deep learning networks
machine-learning deep-learning mxnet gluon pytorch classification imagenet neural-network image-classification chainer keras tensorflow pretrained-models cifar segmentation tensorflow2 semantic-segmentation human-pose-estimation 3d-face-reconstruction
Language:Python 2810
charlesq34 / pointnet2
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
point-cloud deep-learning classification segmentation 3d-shape
Language:Python 2658
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 2481
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 2374
ShawnBIT / UNet-family
Paper and implementation of UNet-related model.
segmentation unet pytorch
Language:Python 2260
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 2228
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 2160
torch-points3d
torch-points3d / torch-points3d
Pytorch framework for doing deep learning on point clouds.
pytorch deep-learning point-cloud pointnet minkowskiengine kpconv segmentation s3dis scannet
Language:Python 2147
xinario / awesome-gan-for-medical-imaging
Awesome GAN for Medical Imaging
generative-adversarial-network medical-imaging deeplearning ct-denoising segmentation medical-image-synthesis detection reconstruction gan registration super-resolution
2105
rsennrich / subword-nmt
Unsupervised Word Segmentation for Neural Machine Translation and Text Generation
neural-machine-translation segmentation machine-translation nmt subword-units bpe
Language:Python 2036
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 2023
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 1953
zhulf0804 / 3D-PointCloud
Papers and Datasets about Point Cloud.
point-cloud registration segmentation classification completion detection autonomous-driving generation papers datasets monocular
Language:Python 1550
opengeos / segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
artificial-intelligence deep-learning geopython geospatial machine-learning segment-anything segmentation
Language:Python 1538
whai362 / PVT
Official implementation of PVT series
transformer backbone pvt detection segmentation pvtv2
Language:Python 1459
bigmb / Unet-Segmentation-Pytorch-Nest-of-Unets
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
unet pytorch imagesegmentation segmentation tensorvision torchvision torch python3
Language:Python 1412
MeshCNN
ranahanocka / MeshCNN
Convolutional Neural Network for 3D meshes in PyTorch
pytorch geometric-deep-learning convolutional-neural-networks machine-learning mesh computer-graphics segmentation 3d
Language:Python 1408
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 1392
MedicalZooPytorch
black0017 / MedicalZooPytorch
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
segmentation deep-learning pytorch medical-imaging medical-image-processing medical-image-segmentation 3d-convolutional-network brats2019 brats2018 densenet resnet iseg-challenge iseg mrbrains18 unet unet-image-segmentation segmentation-models
Language:Python 1390
yeyun111 / dlcv_for_beginners
《深度学习与计算机视觉》配套代码
computer-vision book beginners example deep-learning caffe mxnet pytorch u-net model-fusion gan siamese adversarial unet classification regression segmentation detection generative
Language:Python 1388

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