Multiclass Segmentation using UNET on Crowd Instance-level Human Parsing (CHIP) dataset
-
Updated
Oct 28, 2022 - Python
#
multiclass-segmentation
Here are 16 public repositories matching this topic...
Engage in a semantic segmentation challenge for land cover description using multimodal remote sensing earth observation data, delving into real-world scenarios with a dataset comprising 70,000+ aerial imagery patches and 50,000 Sentinel-2 satellite acquisitions.
computer-vision lightning deep-learning image-processing pytorch deeplearning cookiecutter-template sentinel-2 multimodal multimodal-deep-learning tta test-time-augmentation pytorch-lightning wandb timm multiclass-segmentation
-
Updated
Mar 28, 2024 - Jupyter Notebook
Simulation and performance analysis of 3 benchmark models (Standard U-Net, U-Net with Resnet backbone & U-Net with DeepLabV3+ backbone) for Multiclass Semantic Segmentation of Satellite Images.
computer-vision deep-learning satellite-imagery keras-tensorflow segmentation-models multiclass-segmentation
-
Updated
Jan 21, 2022 - Jupyter Notebook
This repository contains the code for Multiclass Segmentation on the human faces using Landmark Guided Face Parsing (LaPa) dataset in TensorFlow.
-
Updated
Dec 1, 2022 - Python
This repository contains PyTorch implementations for multiclass image segmentation using the U-Net architecture. It focuses on segmenting multiclass weeds in agricultural images, demonstrating the effectiveness of deep learning models in precision agriculture.
-
Updated
Jul 13, 2025 - Python
This repo contains the code for converting an RGB mask into a onehot encoded mask or a single channel grayscale mask, which can be easily used for multiclass segmentation.
-
Updated
Jul 4, 2021 - Python
Project on multiclass semantic segmentation of medical ultrasound images
machine-learning deep-learning vgg16 unet ultrasound vgg19 semantic-segmentation ultrasound-images multiclass-segmentation
-
Updated
Aug 9, 2023 - Python
Multiclass Image Segmentation on Human Face Segmentation in TensorFlow
-
Updated
Feb 2, 2024 - Python
Liver Tumor Detection using Multiclass Semantic Segmentation with U-Net Model Architecture. CT-Scan images processed with Window Leveling and Window Blending Method, also CT-Scan Mask processed with One Hot Semantic Segmentation (OHESS)
cv2 semantic-segmentation liver-segmentation pyhton3 one-hot tumor-segmentation tensorflow2 one-hot-encoding multiclass-segmentation
-
Updated
Feb 1, 2024 - Jupyter Notebook
Official PyTorch implementation for class-wise segmentation of construction and demolition waste in cluttered environments
-
Updated
Apr 27, 2025 - Python
AqUavplant Dataset: An Aquatic Plant Classification and Segmentation High-Resolution Image Dataset using Unmanned Aerial Vehicle RGB Camera. This repository is for custom data loader and benchmarking all the baselines in PyTorch.
uav mapping remote-sensing semantic-segmentation binary-segmentation multiclass-segmentation aquaticplant
-
Updated
Jan 22, 2025 - Jupyter Notebook
CNN architectures for multiclass semantic segmentation of esophageal diseases
-
Updated
Jun 11, 2023 - Python
Binary and multi-class image segmentation using U-Net with TensorFlow/Keras.
computer-vision deep-learning cnn image-segmentation unet semantic-segmentation binary-segmentation multiclass-segmentation
-
Updated
Jun 27, 2026 - Jupyter Notebook
This is a repo to organize the tool use for multiclass semantic segmentation. Anyone who wishes to create a semantic segmentation for multiple classes can use this guideline. All the annotated image are saved in grayscale format.
-
Updated
Mar 28, 2024 - Jupyter Notebook
Segmentation of road scenes captured by the front cameras of vehicles (CamVid dataset)
-
Updated
Aug 21, 2024 - Jupyter Notebook
Multiclass Cityscapes Segmentation
-
Updated
Dec 6, 2024 - Python
Add this topic to your repo
To associate your repository with the multiclass-segmentation topic, visit your repo's landing page and select "manage topics."