cuCIM
E890464
cuCIM is an NVIDIA RAPIDS library for GPU-accelerated image processing and analysis, particularly geared toward large-scale and medical imaging workloads.
Statements (49)
| Predicate | Object |
|---|---|
| instanceOf |
GPU-accelerated image processing library
ⓘ
software library ⓘ |
| compatibleWith |
CuPy
NERFINISHED
ⓘ
Dask NERFINISHED ⓘ NumPy ecosystem ⓘ RAPIDS cuDF NERFINISHED ⓘ |
| developer | NVIDIA NERFINISHED ⓘ |
| distribution |
conda
NERFINISHED
ⓘ
pip ⓘ |
| feature |
Dask integration for distributed processing
ⓘ
GPU-accelerated image I/O ⓘ GPU-accelerated image processing ⓘ NumPy-like array interface via CuPy ⓘ image filtering operations ⓘ image measurement utilities ⓘ image segmentation utilities ⓘ image transformation utilities ⓘ morphological operations ⓘ multi-dimensional image support ⓘ out-of-core image processing ⓘ scikit-image-like API for GPU ⓘ tiled image reading ⓘ |
| license | Apache License 2.0 ⓘ |
| optimizedFor |
high-throughput image pipelines
ⓘ
large images that do not fit in GPU memory ⓘ whole-slide images ⓘ |
| partOf | NVIDIA RAPIDS ecosystem NERFINISHED ⓘ |
| platform | Linux ⓘ |
| programmingLanguage |
C++
ⓘ
Python ⓘ |
| repository | GitHub NERFINISHED ⓘ |
| supportsAPI |
CUDA
NERFINISHED
ⓘ
RAPIDS CuPy ecosystem NERFINISHED ⓘ RAPIDS cuDF NERFINISHED ⓘ |
| supportsDomain |
digital pathology
ⓘ
large-scale image analysis ⓘ medical imaging ⓘ microscopy imaging ⓘ |
| supportsHardware | NVIDIA GPU NERFINISHED ⓘ |
| supportsLanguageBinding | Python NERFINISHED ⓘ |
| targetUser |
HPC imaging practitioners
ⓘ
computational pathology engineers ⓘ data scientists ⓘ medical imaging researchers ⓘ |
| useCase |
GPU-accelerated image feature extraction
ⓘ
digital pathology slide reading ⓘ interactive visualization backends ⓘ large-scale microscopy analysis ⓘ medical image preprocessing ⓘ |
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.