1.danielgatis / rembg
Rembg is a tool to remove images background
- image-processing
- background-removal
- python
+2,614 stars
from 22,725 · score 7.87
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
14 repositories by Attention Score · May 9, 2026 – Nov 4, 2026 (UTC)
2.qubvel-org / segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
- segmentation
- image-processing
- pspnet
- unet
- unet-pytorch
- pytorch
- +14 more
+329 stars
from 11,462 · score 5.80
3.computational-cell-analytics / micro-sam
Segment Anything for Microscopy
- microscopy-images
- segment-anything
- segmentation
- cell-segmentation
- napari
- nuclei-segmentation
- +6 more
+70 stars
from 674 · score 4.26
4.vqdang / hover_net
Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.
+48 stars
from 708 · score 3.89
5.dbolya / yolact
A simple, fully convolutional model for real-time instance segmentation.
- realtime
- real-time
- instance-segmentation
- yolact
- pytorch
+39 stars
from 5,212 · score 3.69
6.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
+16 stars
from 2,051 · score 2.83
7.kreshuklab / panseg
A tool for cell instance aware segmentation in densely packed 3D volumetric images
- segmentation
- deep-learning
- bioinformatics
- neural-network
- bioimage-analysis
- image-segmentation
- +1 more
+13 stars
from 124 · score 2.64
8.PytorchConnectomics / pytorch_connectomics
PyTorch Connectomics: segmentation toolbox for EM connectomics
- computer-vision
- neuroscience
- connectomics
- pytorch
- segmentation
- biomedical-image-processing
- +2 more
+11 stars
from 191 · score 2.48
9.ika-rwth-aachen / Cam2BEV
TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.
- computer-vision
- machine-learning
- deep-learning
- autonomous-vehicles
- ipm
- segmentation
- +3 more
+10 stars
from 783 · score 2.40
10.PRBonn / lidar-bonnetalArchived
Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving
- lidar
- deep-learning
- ptcl
- segmentation
- dataset
- semantic
+8 stars
from 1,031 · score 2.20
11.yu-changqian / TorchSeg
Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.
+4 stars
from 1,405 · score 1.61
12.axondeepseg / axondeepseg
Axon/Myelin segmentation using Deep Learning
- deep-learning
- machine-learning
- myelin
- axon
- neuropoly
- spinalcord
- +5 more
+4 stars
from 125 · score 1.61
13.pycroscopy / atomai
Deep and Machine Learning for Microscopy
- microscopy
- materials
- machine-learning
- materials-science
- deep-learning
- multivariate-analysis
- +11 more
+3 stars
from 227 · score 1.39
14.xiaoyufenfei / LEDNet
LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation
- pytorch
- semantic-segmentation
- cityscape-dataset
- lednet
- real-time
- computer-vision
+2 stars
from 522 · score 1.10