GitHub topics: segmentation-models-pytorch
Biswajitnahak2003/snn-glacier-segmentation
image segmentation using spiking neural network
Language: Jupyter Notebook - Size: 6.05 MB - Last synced at: about 14 hours ago - Pushed at: about 15 hours ago - Stars: 1 - Forks: 0
saeedmehrang/cvmt
Bone Age Maturity estimation using a Lateral Cephalogram X-ray image and deep neural networks (UNet)
Language: Jupyter Notebook - Size: 77.2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0
orizarchi369/Attention_Gated_UNETR
Custom deep learning model for 3D medical image segmentation, enhancing the UNETR architecture with lightweight attention gates on its skip connections. This proof-of-concept aimed to improve how the model combines features from different resolution levels. Experiments on MRI scans suggest this could be effective with larger training setups.
Language: Python - Size: 361 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
Kazuhito00/Skin-Clothes-Hair-Segmentation-using-SMP
3クラス(肌、服、髪)のセマンティックセグメンテーションを実施するモデル(A model that performs semantic segmentation of 3 classes(skin, clothes, hair))
Language: Jupyter Notebook - Size: 101 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 39 - Forks: 6
ppahuja82/Land-Cover-Semantic-Segmentation-PyTorch
Building an end-to-end Promptable Semantic Segmentation (Computer Vision) project from training to inferencing a model on LandCover.ai data (Satellite Imagery).
Language: Jupyter Notebook - Size: 73.4 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0
RockENZO/Road_Semantic_Segmentation_CV
This repository contains code and results for a semantic segmentation competition using a small autonomous driving dataset. The project explores various data augmentation, network architectures, and training strategies to improve segmentation accuracy and efficiency.
Language: Jupyter Notebook - Size: 158 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0
Shadowfear36/SegHiero
Deep Hierarchical Semantic Segmentation — Pixel-Wise Classification with Multi-Level Labels
Language: Python - Size: 149 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
souvikmajumder26/Land-Cover-Semantic-Segmentation-PyTorch
🛣 Building an end-to-end Promptable Semantic Segmentation (Computer Vision) project from training to inferencing a model on LandCover.ai data (Satellite Imagery).
Language: Jupyter Notebook - Size: 74.4 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 146 - Forks: 25
MakhmudovMels/car-segmentation
The application is designed for editing a car: changing the color of the body, lights, windows and wheels
Language: Jupyter Notebook - Size: 70.6 MB - Last synced at: 8 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
SzaboGergely0419/Symmetry-Tracker
A General Tracking Framework for ML-based Time-Symmetric Tracking.
Language: Python - Size: 102 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0
chesskarthik01/DG-PPU
This repository contains the code to train a custom DGCNN segmentation model on 3D point cloud data and carry out post-processing to filter these point clouds from the k-regular graphs produced by the model.
Language: Python - Size: 168 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0
RionDsilvaCS/rjac-edge-ai-innovation
We are Team RJAC and this repo is for the prototype phase for Edge AI Innovation Challenge 2024 hosted by DigiToad Technologies in collaboration with STMicroelectronics.
Language: Python - Size: 3.38 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 2
tldrafael/semseg-tools
collection of methods to cope with the semantic segmentation DL tasks
Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
lxaw/mamba-tumor-seg
Segmentation of cancerous tumors using Mamba. Code, resources, and paper provided. We manage to make a small (42k param) model that can segment pretty well.
Language: Jupyter Notebook - Size: 159 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0
massimilianoviola/semantic-segmentation-cityscapes
Semantic Segmentation on Cityscapes using Segmentation Models Pytorch
Language: Python - Size: 12.9 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 2
tsathya98/easy-semantic-segmentation-pytorch
This project offers an easy, flexible, modular PyTorch implementation for semantic segmentation to minimize configuration, automate training and deployment, and enable customization of models, encoders, losses and datasets through its modular design.
Language: Python - Size: 21.5 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
j-sripad/colon_crypt_segmentation
Colon Crypt Segmentation
Language: Jupyter Notebook - Size: 761 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0
