I have a specific computer vision problem that I want to try solving using some pre-trained models. The Flux.jl docs don't actually have any pre-trained models in them like some of the other ML frameworks (PyTorch as an example). How would I access those sort of pertained models in Flux?
How to use VGG19 in Flux.jl?
208 Views Asked by logankilpatrick At
1
There are 1 best solutions below
Related Questions in JULIA
- Getting updates from SDE solver in Julia
- Why am I getting MethodErrors when using continuous callback in Julia ODE solver?
- Using tickformat in a Makie.jl colorbar
- Julia - Second-order ODE gives wrong results
- Integrals of multiple variables with some of the limits depending on variables (Julia)
- julia Jupyter on() interaction error message
- Overlaying contour lines for a specific value
- Trouble with passing data from DataLoader to Learner in FluxTraining.jl for UNet model
- Is there a ´right´ way to get CSFML.jl in Julia to work on MacOS?
- Build Python executable with Julia dependencies
- Rust performance vs Julia
- PlotlyJS.jl LaTeX integration in VS Code
- Julia syntax error @kwdef with default value as string
- Plot array of Figures Mathplotlib
- data type in Julia and MLJ
Related Questions in FLUX.JL
- Trouble with passing data from DataLoader to Learner in FluxTraining.jl for UNet model
- Exploding gradient with custom loss function in Flux
- Is flux.jl supported by Paperspace gradient?
- DimensionMismatch: matrix A has dimensions (100,7), matrix B has dimensions (10,7) with the following julia code
- Flux UndefVarError: `setup` not defined
- Accelerate/Parallelize the training ML algorithm in Flux
- ERROR: UndefVarError: `setup` not defined when loading setup function in flux
- What is a model in Julia Flux 0.13 and higher?
- How to get first derivative of input wrt output of a neural network in Julia Flux? (for Sobolov training)
- Error in Flux when calculating the gradient due to an in-place operation
- Reparametrization trick in Flux.jl
- Is there a way to impose a constraint on the output of a Flux neural network model?
- Stepwise decrease GPU utility followed by out of memory error
- Compile time in Julia when training a model in Flux is too high
- Same model performs very diferent in Keras and Flux
Related Questions in FLUX-MACHINE-LEARNING
- How to implement a One to Many RNN in FluxML (Julia Lang)?
- How to train Flux.jl to learn a sequence conditional to some initial "seeds"?
- Flux.jl GPU support for M1 Mac?
- How to use VGG19 in Flux.jl?
- How to load a trained model with BSON in Flux.jl
- How to do Adaptive average pooling in Flux.jl
- Trying to write a softmax and NNLib softmax giving unexpected output
- Ways to Improve Universal Differential Equation Training with sciml_train
- How to guarantee convergence when training a neural differential equation?
- How does DiffEqFlux.sciml_train work for Neural ODEs in Julia?
- Flux Loss function not reading data as expected
- Fitting a neural network with ReLUs to polynomial functions
- predicting ODE parameters with DiffEqFlux
- Julia: Flux.jl: "function gradient does not accept keyword arguments"
- How do I correctly define a custom STE gradient in Flux?
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)
Popular # Hahtags
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?
In the Flux ecosystem, the functionality for something like pre-trained computer vision models has been extrapolated out into a separate package called MetalHead.jl: https://github.com/FluxML/Metalhead.jl
Per the docs there, you can create a VGG19 model by doing:
and then you can pass the model to something like the
classifyfunction along with an input image for a validation test.