1.WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
+393 stars
from 26,045 · score 5.98
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
28 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.qubvel-org / segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
+332 stars
from 11,459 · score 5.81
3.Slicer / Slicer
Multi-platform, free open source software for visualization and image computing.
+268 stars
from 2,427 · score 5.59
4.MouseLand / cellpose
a generalist algorithm for cellular segmentation with human-in-the-loop capabilities
+251 stars
from 2,173 · score 5.53
5.albumentations-team / albumentationsArchived
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
+86 stars
from 15,217 · score 4.47
6.computational-cell-analytics / micro-sam
Segment Anything for Microscopy
+71 stars
from 673 · score 4.28
7.lexfridman / mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
+67 stars
from 10,394 · score 4.22
8.SimpleITK / SimpleITK
SimpleITK: a layer built on top of the Insight Toolkit (ITK), intended to simplify and facilitate ITK's use in rapid prototyping, education and interpreted languages.
+42 stars
from 1,051 · score 3.76
9.invesalius / invesalius3
3D medical imaging reconstruction software
+34 stars
from 780 · score 3.56
10.lorenwel / linefit_ground_segmentation
Ground Segmentation from Lidar Point Clouds
+30 stars
from 785 · score 3.43
11.ikawaha / kagome
Self-contained Japanese Morphological Analyzer written in pure Go
+24 stars
from 963 · score 3.22
12.abhineet123 / Deep-Learning-for-Tracking-and-Detection
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
+20 stars
from 2,496 · score 3.04
13.PRBonn / depth_clustering
:taxi: Fast and robust clustering of point clouds generated with a Velodyne sensor.
+19 stars
from 1,302 · score 3.00
14.mapbox / robosat
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
+16 stars
from 2,051 · score 2.83
15.fish-quant / big-fish
Toolbox for the analysis of smFISH images.
+15 stars
from 75 · score 2.77
16.kreshuklab / panseg
A tool for cell instance aware segmentation in densely packed 3D volumetric images
+12 stars
from 124 · score 2.56
17.PytorchConnectomics / pytorch_connectomics
PyTorch Connectomics: segmentation toolbox for EM connectomics
+11 stars
from 191 · score 2.48
18.yangyanli / PointCNN
PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
+10 stars
from 1,426 · score 2.40
19.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.
+10 stars
from 783 · score 2.40
20.Abe404 / root_painter
RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation
+10 stars
from 76 · score 2.40
21.kzampog / cilantro
A lean C++ library for working with point cloud data
+9 stars
from 1,129 · score 2.30
22.PRBonn / lidar-bonnetalArchived
Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving
+9 stars
from 1,030 · score 2.30
23.Amin-Tgz / awesome-CARLA
👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla
+9 stars
from 907 · score 2.30
24.mfxox / ILCC
Intensity-based_Lidar_Camera_Calibration
+9 stars
from 466 · score 2.30
25.loicland / superpoint_graph
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs
+7 stars
from 796 · score 2.08
26.cwfid / dataset
Crop/Weed Field Image Dataset
+7 stars
from 157 · score 2.08
27.aelefebv / nellie
Nellie: Automated organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy
+5 stars
from 93 · score 1.79
28.axondeepseg / axondeepseg
Axon/Myelin segmentation using Deep Learning
+4 stars
from 125 · score 1.61