1.WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
+187 stars
from 26,251 · score 5.24
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
18 repositories by Attention Score · Aug 5, 2026 – Nov 2, 2026 (UTC)
2.qubvel-org / segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
+138 stars
from 11,653 · score 4.93
3.MouseLand / cellpose
a generalist algorithm for cellular segmentation with human-in-the-loop capabilities
+132 stars
from 2,292 · score 4.89
4.invesalius / invesalius3
3D medical imaging reconstruction software
+17 stars
from 797 · score 2.89
5.albumentations-team / albumentationsArchived
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
+13 stars
from 15,290 · score 2.64
6.fish-quant / big-fish
Toolbox for the analysis of smFISH images.
+12 stars
from 78 · score 2.56
7.mapbox / robosat
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
+7 stars
from 2,060 · score 2.08
8.kreshuklab / panseg
A tool for cell instance aware segmentation in densely packed 3D volumetric images
+7 stars
from 129 · score 2.08
9.yangyanli / PointCNN
PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
+6 stars
from 1,430 · score 1.95
10.PytorchConnectomics / pytorch_connectomics
PyTorch Connectomics: segmentation toolbox for EM connectomics
+5 stars
from 197 · score 1.79
11.Abe404 / root_painter
RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation
+5 stars
from 81 · score 1.79
12.loicland / superpoint_graph
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs
+3 stars
from 800 · score 1.39
13.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.
+3 stars
from 790 · score 1.39
14.mfxox / ILCC
Intensity-based_Lidar_Camera_Calibration
+3 stars
from 472 · score 1.39
15.axondeepseg / axondeepseg
Axon/Myelin segmentation using Deep Learning
+3 stars
from 126 · score 1.39
16.PRBonn / lidar-bonnetalArchived
Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving
+2 stars
from 1,037 · score 1.10
17.volume-em / empanada
Panoptic segmentation algorithms for 2D and 3D electron microscopy images
+2 stars
from 3 · score 1.10
18.aelefebv / nellie
Nellie: Automated organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy
+1 stars
from 97 · score 0.69