nn-common-modules
importedsoftware/nn-common-modules
Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models
Machine-generated from the listed sources and not yet reviewed by a human.
- Category
- Software & Systems
- Subcategory
- unknown
- License
- MIT(osi)
- Status
- dormant
- Maturity
- deployed
- Organization
- ai-med
- Country
- unknown
- Repository
- github.com/ai-med/nn-common-modules
- Documentation
- unknown
- Tags
- computer-vision · convolutional-layers · convolutional-neural-networks · cross-entropy-loss · deep-learning · densenet · dice-coefficient · encoder-decoder · medical-imaging · pytorch · segmentation
- Regulatory
- unknown
Computed from shared tags, weighted so a rare tag counts for more than a common one. These are suggestions, not curated relationships.
- U-Net-PyTorchdice-coefficient · medical-imaging · segmentation
🧠 Implement U-Net in PyTorch for effective binary image segmentation, focusing on brain tumor detection with a complete pipeline from data prep to evaluation.
- quickNAT_pytorchcomputer-vision · convolutional-neural-networks · medical-imaging · pytorch · segmentation
PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using structure-wise uncertainty
- MultiResUNetcomputer-vision · convolutional-neural-networks · medical-imaging · pytorch
MultiResUNet implementation in PyTorch; MultiResUNet: Rethinking the U-Net Architecture for Multimodal
- OSS-Netcomputer-vision · medical-imaging · pytorch · segmentation
Official and maintained implementation of the paper "OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data" [BMVC 2021].
- fwf_sequence_toolsencoder-decoder
Software and tools used to design experiments and analyze data from free waveform diffusion encoded MRI
- recurrent-decoding-cellencoder-decoder
[AAAI'20] Segmenting Medical MRI via Recurrent Decoding Cell (Spotlight)
- api.github.com/repos/ai-med/nn-common-modulesretrieved 2026-08-25 · via github-api
Machine-imported from GitHub search. Last push 2021-02-02, 33 stars, license reported as MIT. Category and schematic were assigned by keyword heuristics and are unreviewed.
Not yet verified by a human. Correct this record →
/v1/entries/5.json→ .entries["nn-common-modules"]
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