https://github.com/avik-pal/metalhead.jl
Science Score: 10.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
○CITATION.cff file
-
○codemeta.json file
-
○.zenodo.json file
-
○DOI references
-
✓Academic publication links
Links to: arxiv.org -
○Academic email domains
-
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (6.9%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: avik-pal
- License: other
- Language: Julia
- Default Branch: master
- Size: 485 KB
Statistics
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 2
- Releases: 0
Metadata Files
README.md
Metalhead
Metalhead.jl provides standard machine learning vision models for use with Flux.jl. The architectures in this package make use of pure Flux layers, and they represent the best-practices for creating modules like residual blocks, inception blocks, etc. in Flux.
Installation
julia
]add Metalhead
Available models
| Model Name | Function | Pre-trained? |
|:-------------------------------------------------|:------------------------------------------------------------------------------------------|:------------:|
| VGG-11 | VGG11 | N |
| VGG-11 (w/ BN) | VGG11 | N |
| VGG-13 | VGG13 | N |
| VGG-13 (w/ BN) | VGG13 | N |
| VGG-16 | VGG16 | N |
| VGG-16 (w/ BN) | VGG16 | N |
| VGG-19 | VGG19 | N |
| VGG-19 (w/ BN) | VGG19 | N |
| ResNet-18 | ResNet18 | N |
| ResNet-34 | ResNet34 | N |
| ResNet-50 | ResNet50 | N |
| ResNet-101 | ResNet101 | N |
| ResNet-152 | ResNet152 | N |
| GoogLeNet | GoogLeNet | N |
| Inception-v3 | Inception3 | N |
| SqueezeNet | SqueezeNet | N |
| DenseNet-121 | DenseNet121 | N |
| DenseNet-161 | DenseNet161 | N |
| DenseNet-169 | DenseNet169 | N |
| DenseNet-201 | DenseNet201 | N |
Getting Started
You can find the Metalhead.jl getting started guide here: https://fluxml.ai/Metalhead.jl/dev/docs/tutorials/quickstart.html
Owner
- Name: Avik Pal
- Login: avik-pal
- Kind: user
- Location: Cambridge, MA
- Company: Massachusetts Institute of Technology
- Website: https://avik-pal.github.io
- Twitter: avikpal1410
- Repositories: 46
- Profile: https://github.com/avik-pal
PhD Student @mit || Prev: BTech CSE IITK
GitHub Events
Total
Last Year
Dependencies
- actions/cache v1 composite
- actions/checkout v2 composite
- julia-actions/julia-buildpkg v1 composite
- julia-actions/julia-runtest v1 composite
- julia-actions/setup-julia v1 composite
- actions/checkout v2 composite
- julia-actions/setup-julia latest composite
- JuliaRegistries/TagBot v1 composite