segmentation

There are 79 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 25406
albumentations
albumentations-team / albumentations
Fast and flexible image augmentation library. 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 15146
qubvel-org / segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
segmentation image-processing pspnet unet unet-pytorch pytorch fpn models imagenet semantic-segmentation image-segmentation segmentation-models unetplusplus deeplabv3 deeplab-v3-plus pretrained-weights computer-vision segformer transformers dpt
Language:Python 10883
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 10358
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++ 8514
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 8097
mikel-brostrom / boxmot
BoxMOT: Pluggable SOTA multi-object tracking modules modules for segmentation, object detection and pose estimation models
strongsort bytetrack ocsort osnet deep-learning segmentation tensorrt tracking-by-detection yolo botsort deepocsort multi-object-tracking mot mots multi-object-tracking-segmentation improvedassociation boosttrack clip oriented-bounding-box-tracking machine-learning
Language:Python 7665
MIC-DKFZ / nnUNet
segmentation
Language:Python 7265
PaddlePaddle / PaddleX
All-in-One Development Tool based on PaddlePaddle
classification segmentation deployment ocr time-series pp-chatocr ai-pipelines object-detection formula-recognition layout-detection pdf2markdown speech-recognition
Language:Python 5756
charlesq34 / pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
point-cloud classification segmentation neural-network tensorflow geometry-processing
Language:Python 5203
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 4882
zhixuhao / unet
unet for image segmentation
unet keras segmentation
Language:Jupyter Notebook 4797
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 4400
SysCV / sam-hq
Segment Anything in High Quality [NeurIPS 2023]
sam segmentation segment-anything zero-shot-segmentation high-quality segment-anything-model
Language:Jupyter Notebook 4064
charlesq34 / pointnet2
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
point-cloud deep-learning classification segmentation 3d-shape
Language:Python 3482
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 3456
opengeos / segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
artificial-intelligence deep-learning machine-learning segmentation geopython geospatial segment-anything
Language:Python 3402
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 3269
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 3216
CharlesShang / FastMaskRCNN
Mask RCNN in TensorFlow
maskrcnn rcnn fasterrcnn tensorflow detection segmentation pfn coco
Language:Python 3100
mit-han-lab / efficientvit
Efficient vision foundation models for high-resolution generation and perception.
high-resolution imagenet efficientvit segment-anything segmentation vision-transformer deep-compression-autoencoder efficient-diffusion-model
Language:Python 3067
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 3015
roytseng-tw / Detectron.pytorch
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
mask-rcnn pytorch detection pose-estimation segmentation detectron
Language:Python 2823
zhulf0804 / 3D-PointCloud
Papers and Datasets about Point Cloud.
point-cloud registration segmentation classification completion detection autonomous-driving generation papers datasets monocular
Language:Python 2798
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 2641
ShawnBIT / UNet-family
Paper and implementation of UNet-related model.
segmentation unet pytorch
Language:Python 2557
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 2523
UNetPlusPlus
MrGiovanni / UNetPlusPlus
[IEEE TMI] Official Implementation for UNet++
medical-imaging segmentation unet
Language:Python 2502
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:HTML 2486
dvlab-research / LISA
Project Page for "LISA: Reasoning Segmentation via Large Language Model"
large-language-model llm multi-modal segmentation
Language:Python 2408
VainF / DeepLabV3Plus-Pytorch
Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
deeplabv3plus deeplabv3 pytorch pascal-voc cityscapes segmentation
Language:Python 2390
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
2346
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 2251
IDEA-Research / detrex
detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.
detr object-detection pytorch dino state-of-the-art dab-detr deformable-detr conditional-detr dn-detr group-detr h-detr mask-dino anchor-detr deta pose-estimation segmentation
Language:Python 2213
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 2113
Slicer / Slicer
Multi-platform, free open source software for visualization and image computing.
medical-imaging vtk itk python qt image-processing national-institutes-of-health medical-image-computing neuroimaging tractography image-guided-therapy registration segmentation 3d-printing nih 3d-slicer tcia-dac kitware c-plus-plus computed-tomography
Language:C++ 2091

segmentation

WZMIAOMIAO / deep-learning-for-image-processing

albumentations-team / albumentations

qubvel-org / segmentation_models.pytorch

lexfridman / mit-deep-learning

dusty-nv / jetson-inference

utkuozbulak / pytorch-cnn-visualizations

mikel-brostrom / boxmot

MIC-DKFZ / nnUNet

PaddlePaddle / PaddleX

charlesq34 / pointnet

qubvel / segmentation_models

zhixuhao / unet

yanx27 / Pointnet_Pointnet2_pytorch

SysCV / sam-hq

charlesq34 / pointnet2

PaddlePaddle / awesome-DeepLearning

opengeos / segment-geospatial

HRNet / HRNet-Semantic-Segmentation

DLR-RM / BlenderProc

CharlesShang / FastMaskRCNN

mit-han-lab / efficientvit

osmr / imgclsmob

roytseng-tw / Detectron.pytorch

zhulf0804 / 3D-PointCloud

torch-points3d / torch-points3d

ShawnBIT / UNet-family

GeorgeSeif / Semantic-Segmentation-Suite

MrGiovanni / UNetPlusPlus

abhineet123 / Deep-Learning-for-Tracking-and-Detection

dvlab-research / LISA

VainF / DeepLabV3Plus-Pytorch

xinario / awesome-gan-for-medical-imaging

rsennrich / subword-nmt

IDEA-Research / detrex

bigmb / Unet-Segmentation-Pytorch-Nest-of-Unets

Slicer / Slicer