Projects in Awesome Lists tagged with semantic-segmentation

https://github.com/humansignal/label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

annotation annotation-tool annotations boundingbox computer-vision data-labeling dataset datasets deep-learning image-annotation image-classification image-labeling image-labelling-tool label-studio labeling labeling-tool mlops semantic-segmentation text-annotation yolo

Last synced: 16 Dec 2024

https://github.com/HumanSignal/label-studio?fbclid=IwAR30j2OmVMcB-TenAczkNwwUsObi8JAOpTNxGFzrmMrJ2pd4-gg_S0D3S78

Label Studio is a multi-type data labeling and annotation tool with standardized output format

annotation annotation-tool annotations boundingbox computer-vision data-labeling dataset datasets deep-learning image-annotation image-classification image-labeling image-labelling-tool label-studio labeling labeling-tool mlops semantic-segmentation text-annotation yolo

Last synced: 11 Nov 2024

https://github.com/heartexlabs/label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

annotation annotation-tool annotations boundingbox computer-vision data-labeling dataset datasets deep-learning image-annotation image-classification image-labeling image-labelling-tool label-studio labeling labeling-tool mlops semantic-segmentation text-annotation yolo

Last synced: 08 Nov 2024

https://github.com/HumanSignal/label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

annotation annotation-tool annotations boundingbox computer-vision data-labeling dataset datasets deep-learning image-annotation image-classification image-labeling image-labelling-tool label-studio labeling labeling-tool mlops semantic-segmentation text-annotation yolo

Last synced: 30 Oct 2024

https://github.com/amusi/cvpr2024-papers-with-code

CVPR 2024 论文和开源项目合集

computer-vision cvpr cvpr2020 cvpr2021 cvpr2022 cvpr2023 cvpr2024 deep-learning image-processing image-segmentation machine-learning object-detection paper python semantic-segmentation transformer transformers visual-tracking

Last synced: 16 Dec 2024

https://github.com/amusi/CVPR2024-Papers-with-Code

CVPR 2024 论文和开源项目合集

computer-vision cvpr cvpr2020 cvpr2021 cvpr2022 cvpr2023 cvpr2024 deep-learning image-processing image-segmentation machine-learning object-detection paper python semantic-segmentation transformer transformers visual-tracking

Last synced: 28 Oct 2024

https://github.com/microsoft/swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

ade20k image-classification imagenet mask-rcnn mscoco object-detection semantic-segmentation swin-transformer

Last synced: 16 Dec 2024

https://github.com/microsoft/Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

ade20k image-classification imagenet mask-rcnn mscoco object-detection semantic-segmentation swin-transformer

Last synced: 27 Oct 2024

https://github.com/wkentaro/labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

annotations classification computer-vision deep-learning image-annotation instance-segmentation python semantic-segmentation video-annotation

Last synced: 24 Oct 2024

https://github.com/cvat-ai/cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

annotation annotation-tool annotations boundingbox computer-vision computer-vision-annotation dataset deep-learning image-annotation image-classification image-labeling image-labelling-tool imagenet labeling labeling-tool object-detection pytorch semantic-segmentation tensorflow video-annotation

Last synced: 16 Dec 2024

https://github.com/qubvel/segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

computer-vision deeplab-v3-plus deeplabv3 fpn image-processing image-segmentation imagenet models pretrained-models pretrained-weights pspnet pytorch segformer segmentation segmentation-models semantic-segmentation transformers unet unet-pytorch unetplusplus

Last synced: 05 Dec 2024

https://github.com/qubvel-org/segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

computer-vision deeplab-v3-plus deeplabv3 fpn image-processing image-segmentation imagenet models pretrained-models pretrained-weights pspnet pytorch segformer segmentation segmentation-models semantic-segmentation transformers unet unet-pytorch unetplusplus

Last synced: 21 Dec 2024

https://github.com/milesial/pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

convolutional-networks convolutional-neural-networks deep-learning kaggle pytorch pytorch-unet semantic-segmentation tensorboard unet wandb weights-and-biases

Last synced: 16 Dec 2024

https://github.com/milesial/Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

convolutional-networks convolutional-neural-networks deep-learning kaggle pytorch pytorch-unet semantic-segmentation tensorboard unet wandb weights-and-biases

Last synced: 30 Oct 2024

https://github.com/paddlepaddle/paddleseg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

autonomous-driving human-segmentation image-matting image-segmentation interactive-segmentation lane-detection medical-image-segmentation panoptic-segmentation semantic-segmentation transformer video-segmentation

Last synced: 19 Dec 2024

https://github.com/PaddlePaddle/PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

autonomous-driving human-segmentation image-matting image-segmentation interactive-segmentation lane-detection medical-image-segmentation panoptic-segmentation semantic-segmentation transformer video-segmentation

Last synced: 11 Nov 2024

https://github.com/open-mmlab/mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

deeplabv3 image-segmentation medical-image-segmentation pspnet pytorch realtime-segmentation retinal-vessel-segmentation semantic-segmentation swin-transformer transformer vessel-segmentation

Last synced: 16 Dec 2024

https://github.com/opengvlab/internvl

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型

gpt gpt-4o gpt-4v image-classification image-text-retrieval llm multi-modal semantic-segmentation video-classification vision-language-model vit-22b vit-6b

Last synced: 17 Dec 2024

https://github.com/dmlc/gluon-cv

Gluon CV Toolkit

action-recognition computer-vision deep-learning gan gluon image-classification machine-learning mxnet neural-network object-detection person-reid pose-estimation semantic-segmentation

Last synced: 16 Dec 2024

https://github.com/OpenGVLab/InternVL

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型

gpt gpt-4o gpt-4v image-classification image-text-retrieval llm multi-modal semantic-segmentation video-classification vision-language-model vit-22b vit-6b

Last synced: 27 Oct 2024

https://github.com/csailvision/semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

ade20k pytorch scene-recognition semantic-segmentation

Last synced: 21 Dec 2024

https://github.com/CSAILVision/semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

ade20k pytorch scene-recognition semantic-segmentation

Last synced: 22 Nov 2024

https://github.com/weiliu89/caffe

Caffe: a fast open framework for deep learning.

deep-learning object-detection real-time semantic-segmentation

Last synced: 30 Sep 2024

https://github.com/ashishpatel26/tools-to-design-or-visualize-architecture-of-neural-network

Tools to Design or Visualize Architecture of Neural Network

alexnet cnn deeplearning keras machinelearning resnet resnet-50 semantic-segmentation tensorflow tensorflow2 tools visu visualization-neural-network visualize visualize-data visualize-networks

Last synced: 19 Dec 2024

https://github.com/ashishpatel26/Tools-to-Design-or-Visualize-Architecture-of-Neural-Network

Tools to Design or Visualize Architecture of Neural Network

alexnet cnn deeplearning keras machinelearning resnet resnet-50 semantic-segmentation tensorflow tensorflow2 tools visu visualization-neural-network visualize visualize-data visualize-networks

Last synced: 27 Oct 2024

https://github.com/meetps/pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

deep-learning fully-convolutional-networks pytorch semantic-segmentation

Last synced: 19 Dec 2024

https://github.com/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

Last synced: 20 Dec 2024

https://github.com/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

Last synced: 28 Oct 2024

https://github.com/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

Last synced: 17 Dec 2024

https://github.com/nvlabs/segformer

Official PyTorch implementation of SegFormer

ade20k cityscapes semantic-segmentation transformer

Last synced: 19 Dec 2024

https://github.com/opengvlab/internimage

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

backbone deformable-convolution foundation-model object-detection semantic-segmentation

Last synced: 19 Dec 2024

https://github.com/NVlabs/SegFormer

Official PyTorch implementation of SegFormer

ade20k cityscapes semantic-segmentation transformer

Last synced: 28 Oct 2024

https://github.com/GeorgeSeif/Semantic-Segmentation-Suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

computer-vision dataset deep-learning densenet encoder-decoder epoch iou python refinenet segmentation semantic-segmentation semantic-segmentation-models tensorflow upsampling

Last synced: 31 Oct 2024

https://github.com/georgeseif/semantic-segmentation-suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

computer-vision dataset deep-learning densenet encoder-decoder epoch iou python refinenet segmentation semantic-segmentation semantic-segmentation-models tensorflow upsampling

Last synced: 25 Sep 2024

https://github.com/OpenGVLab/InternImage

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

backbone deformable-convolution foundation-model object-detection semantic-segmentation

Last synced: 28 Oct 2024

https://github.com/amusi/ICCV2023-Papers-with-Code

ICCV 2023 论文和开源项目合集

artificial-intelligence computer-vision iccv iccv2021 iccv2023 object-detection semantic-segmentation transformer

Last synced: 28 Oct 2024

https://github.com/amusi/iccv2023-papers-with-code

ICCV 2023 论文和开源项目合集

artificial-intelligence computer-vision iccv iccv2021 iccv2023 object-detection semantic-segmentation transformer

Last synced: 29 Nov 2024

https://nvidia.github.io/MinkowskiEngine/

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

3d-convolutional-network 3d-vision 4d-convolutional-neural-network auto-differentiation computer-vision convolutional-neural-networks cuda deep-learning high-dimensional-data high-dimensional-inference minkowski-engine neural-network pytorch semantic-segmentation space-time sparse-convolution sparse-tensor-network sparse-tensors spatio-temporal-analysis trilateral-filter

Last synced: 14 Nov 2024

https://github.com/nvidia/minkowskiengine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

3d-convolutional-network 3d-vision 4d-convolutional-neural-network auto-differentiation computer-vision convolutional-neural-networks cuda deep-learning high-dimensional-data high-dimensional-inference minkowski-engine neural-network pytorch semantic-segmentation space-time sparse-convolution sparse-tensor-network sparse-tensors spatio-temporal-analysis trilateral-filter

Last synced: 19 Dec 2024

https://github.com/NVIDIA/MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

3d-convolutional-network 3d-vision 4d-convolutional-neural-network auto-differentiation computer-vision convolutional-neural-networks cuda deep-learning high-dimensional-data high-dimensional-inference minkowski-engine neural-network pytorch semantic-segmentation space-time sparse-convolution sparse-tensor-network sparse-tensors spatio-temporal-analysis trilateral-filter

Last synced: 28 Oct 2024

https://github.com/zllrunning/face-parsing.pytorch

Using modified BiSeNet for face parsing in PyTorch

bisenet celeba-hq-dataset face-parsing face-segmentation pytorch semantic-segmentation

Last synced: 21 Dec 2024

https://github.com/mit-han-lab/bevfusion

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

3d-perception camera lidar object-detection pytorch semantic-segmentation sensor-fusion

Last synced: 25 Sep 2024

https://github.com/azavea/raster-vision

An open source library and framework for deep learning on satellite and aerial imagery.

classification computer-vision deep-learning geospatial machine-learning object-detection pytorch remote-sensing semantic-segmentation

Last synced: 17 Dec 2024

https://github.com/wolny/pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

3d-segmentation 3d-unet dice-coefficient groupnorm pytorch pytorch-3dunet residual-unet semantic-segmentation unet unet-pytorch volumetric-data

Last synced: 18 Dec 2024

https://github.com/universaldatatool/universal-data-tool

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

annotate-images annotation-tool classification computer-vision csv dataset deep-learning desktop entity-recognition hacktoberfest image-annotation image-labeling-tool image-segmentation labeling labeling-tool machine-learning named-entity-recognition semantic-segmentation text-annotation text-labeling

Last synced: 21 Dec 2024

https://github.com/UniversalDataTool/universal-data-tool

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

annotate-images annotation-tool classification computer-vision csv dataset deep-learning desktop entity-recognition hacktoberfest image-annotation image-labeling-tool image-segmentation labeling labeling-tool machine-learning named-entity-recognition semantic-segmentation text-annotation text-labeling

Last synced: 25 Oct 2024

https://github.com/isl-org/open3d-ml

An extension of Open3D to address 3D Machine Learning tasks

3d-object-detection 3d-perception datasets lidar object-detection pretrained-models pytorch rgbd semantic-segmentation tensorflow visualization

Last synced: 19 Dec 2024

https://github.com/isl-org/Open3D-ML

An extension of Open3D to address 3D Machine Learning tasks

3d-object-detection 3d-perception datasets lidar object-detection pretrained-models pytorch rgbd semantic-segmentation tensorflow visualization

Last synced: 28 Oct 2024

https://github.com/hitachi-automotive-and-industry-lab/semantic-segmentation-editor

Web labeling tool for bitmap images and point clouds

image-labeling image-labeling-tool labeling-tool machine-learning manual-annotations pcd pointcloud semantic-segmentation

Last synced: 19 Dec 2024

https://github.com/Hitachi-Automotive-And-Industry-Lab/semantic-segmentation-editor

Web labeling tool for bitmap images and point clouds

image-labeling image-labeling-tool labeling-tool machine-learning manual-annotations pcd pointcloud semantic-segmentation

Last synced: 27 Oct 2024

https://github.com/wkentaro/pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

computer-vision convolutional-networks deep-learning fcn fcn8s pytorch semantic-segmentation

Last synced: 25 Sep 2024

https://github.com/ZijunDeng/pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

deep-learning fully-convolutional-networks pytorch semantic-segmentation

Last synced: 14 Nov 2024

https://github.com/yassouali/pytorch-segmentation

:art: Semantic segmentation models, datasets and losses implemented in PyTorch.

computer-vision deep-learning semantic-segmentation

Last synced: 15 Dec 2024

https://github.com/rwightman/efficientdet-pytorch

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

efficientdet efficientnet object-detection pytorch semantic-segmentation

Last synced: 17 Dec 2024

https://github.com/qingyonghu/sota-point-cloud

🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey

3d-classification 3d-deep-learning 3d-detection 3d-segmentation 3d-tracking instance-segmentation pointclouds semantic-segmentation

Last synced: 05 Dec 2024

https://github.com/QingyongHu/SoTA-Point-Cloud

🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey

3d-classification 3d-deep-learning 3d-detection 3d-segmentation 3d-tracking instance-segmentation pointclouds semantic-segmentation

Last synced: 27 Oct 2024

https://github.com/shi-labs/oneformer

[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation

ade20k cityscapes coco image-segmentation instance-segmentation oneformer panoptic-segmentation semantic-segmentation transformer universal-segmentation

Last synced: 19 Dec 2024

https://github.com/SHI-Labs/OneFormer

OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023

ade20k cityscapes coco image-segmentation instance-segmentation oneformer panoptic-segmentation semantic-segmentation transformer universal-segmentation

Last synced: 08 Nov 2024

https://github.com/speedinghzl/ccnet

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

cityscape pytorch scene-parsing segmentation self-attention semantic-segmentation

Last synced: 15 Dec 2024

https://github.com/speedinghzl/CCNet

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

cityscape pytorch scene-parsing segmentation self-attention semantic-segmentation

Last synced: 31 Oct 2024

https://github.com/yoshitomo-matsubara/torchdistill

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

amazon-sagemaker-lab cifar10 cifar100 coco colab-notebook glue google-colab image-classification imagenet knowledge-distillation natural-language-processing nlp object-detection pascal-voc pytorch semantic-segmentation transformer

Last synced: 18 Dec 2024

https://github.com/qingyonghu/randla-net

🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)

3d-vision computer-vision s3dis semantic-segmentation semantic3d semantickitti

Last synced: 21 Dec 2024

https://github.com/mic-dkfz/medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

3d-mask-rcnn 3d-models 3d-object-detection deep-learning deep-neural-networks detection mask-rcnn medical-image-analysis medical-image-computing medical-image-processing medical-imaging object-detection pytorch-cnn pytorch-deeplearning pytorch-implementation retina-net retina-unet segmentation semantic-segmentation u-net

Last synced: 19 Dec 2024

https://github.com/d-li14/involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

cvpr2021 image-classification instance-segmentation involution object-detection operator pre-trained-model pytorch semantic-segmentation

Last synced: 15 Dec 2024

https://github.com/MIC-DKFZ/medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

3d-mask-rcnn 3d-models 3d-object-detection deep-learning deep-neural-networks detection mask-rcnn medical-image-analysis medical-image-computing medical-image-processing medical-imaging object-detection pytorch-cnn pytorch-deeplearning pytorch-implementation retina-net retina-unet segmentation semantic-segmentation u-net

Last synced: 15 Nov 2024

https://github.com/QingyongHu/RandLA-Net

🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)

3d-vision computer-vision s3dis semantic-segmentation semantic3d semantickitti

Last synced: 28 Oct 2024

https://github.com/czczup/vit-adapter

[ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions

adapter object-detection semantic-segmentation vision-transformer

Last synced: 15 Dec 2024

https://github.com/DrSleep/tensorflow-deeplab-resnet

DeepLab-ResNet rebuilt in TensorFlow

deeplab-resnet pascal-voc semantic-segmentation tensorflow

Last synced: 05 Nov 2024

https://github.com/drsleep/tensorflow-deeplab-resnet

DeepLab-ResNet rebuilt in TensorFlow

deeplab-resnet pascal-voc semantic-segmentation tensorflow

Last synced: 30 Sep 2024

https://github.com/john-rocky/CoreML-Models

Converted CoreML Model Zoo.

coreml coreml-framework coremltools deep-learning gan gans image-classification ios machine-learning object-detection semantic-segmentation style-gan super-resolution swift

Last synced: 27 Oct 2024

https://github.com/czczup/ViT-Adapter

[ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions

adapter object-detection semantic-segmentation vision-transformer

Last synced: 04 Nov 2024

https://github.com/idea-research/maskdino

[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"

instance-segmentation object-detection panoptic-segmentation semantic-segmentation

Last synced: 15 Dec 2024

https://github.com/br-idl/paddlevit

:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

classification computer-vision cv deep-learning detection encoder-decoder gan mlp object-detection paddlepaddle segmentation semantic-segmentation transformer vit

Last synced: 21 Dec 2024

https://github.com/SwinTransformer/Swin-Transformer-Semantic-Segmentation

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

ade20k semantic-segmentation swin-transformer upernet

Last synced: 30 Oct 2024

https://github.com/swintransformer/swin-transformer-semantic-segmentation

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

ade20k semantic-segmentation swin-transformer upernet

Last synced: 30 Sep 2024

https://github.com/the-ai-summer/deep-learning-in-production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

ai cloud deep-learning deeplearning deployment machine-learning machinelearningproject neural-network production python semantic-segmentation tensorflow training unet

Last synced: 15 Dec 2024

https://github.com/The-AI-Summer/Deep-Learning-In-Production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

ai cloud deep-learning deeplearning deployment machine-learning machinelearningproject neural-network production python semantic-segmentation tensorflow training unet

Last synced: 13 Nov 2024

https://github.com/ayoolaolafenwa/pixellib

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

artificial-intelligence computer-vision convolutional-neural-networks deep-learning deeplab deeplearning image-segmentation instance-segmentation machine-learning maskr-cnn object-detection pointrend pytorch segmentation semantic-segmentation tensorflow video-segmentation

Last synced: 20 Dec 2024

https://github.com/snap-research/efficientformer

EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

deep-learning detection efficient-inference efficient-neural-networks imagenet mobile-devices pytorch semantic-segmentation transformer transformers

Last synced: 17 Dec 2024

https://github.com/snap-research/EfficientFormer

EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

deep-learning detection efficient-inference efficient-neural-networks imagenet mobile-devices pytorch semantic-segmentation transformer transformers

Last synced: 15 Nov 2024

https://github.com/GoGoDuck912/Self-Correction-Human-Parsing

An out-of-box human parsing representation extractor.

computer-vision deep-learning human-parsing semantic-segmentation

Last synced: 27 Oct 2024

https://github.com/nv-tlabs/gscnn

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

computer-vision deep-learning iccv2019 nv-tlabs pytorch semantic-boundaries semantic-segmentation

Last synced: 15 Dec 2024

https://github.com/nv-tlabs/GSCNN

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

computer-vision deep-learning iccv2019 nv-tlabs pytorch semantic-boundaries semantic-segmentation

Last synced: 31 Oct 2024

https://github.com/xiaoyufenfei/Efficient-Segmentation-Networks

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

camvid cityscapes computer-vision driving-scene-understanding efficient-segmentation-networks image-segmentation lightweight-semantic-segmentation neural-networks pytorch real-time-semantic-segmentation scene-understanding segmentation semantic-segmentation semantic-segmentation-models

Last synced: 31 Oct 2024

https://github.com/wasidennis/AdaptSegNet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

adversarial-learning computer-vision deep-learning domain-adaptation generative-adversarial-network pytorch semantic-segmentation

Last synced: 22 Nov 2024

https://github.com/NVlabs/ODISE

Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]

deep-learning diffusion-models instance-segmentation open-vocabulary open-vocabulary-segmentation open-vocabulary-semantic-segmentation open-world-classification open-world-object-detection panoptic-segmentation pytorch semantic-segmentation text-image-retrieval zero-shot-learning

Last synced: 31 Oct 2024

https://github.com/xinge008/Cylinder3D

Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)

cvpr2021 lidar-point-cloud lidar-segmentation nuscenes panoptic-segmentation point-cloud semantic-segmentation semantickitti

Last synced: 28 Oct 2024

https://github.com/voldemortX/pytorch-auto-drive

PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help

apex cityscapes culane deeplab erfnet fcn gtav lane-detection lstr mobilenet onnx pascal-voc pytorch resa scnn semantic-segmentation tensorboard tensorrt tusimple