ModelNet

ModelNet

Base ModelNet for MN10/40.

Fields:

• root::String - Root directory of dataset
• path::String - Directory of dataset
• train::Bool - Specifies the trainset
• length::Int - Length of dataset
• datapaths::Array - Array containing the shape and path for each datapoint
• transform - Transform to be applied to data point
• categories::Vector{String} - Categories to be used in dataset
• classes_to_idx::Dict{String, UInt8} - Dict mapping from shape name to class_idx
• idx_to_classes::Dict{UInt8, String} - Dict mapping from class_idx to shape name

ModelNet10(;kwargs...)

Returns ModelNet10 dataset.

Optional Key Arguments:

* `root::String=default_root`   - Root directory of dataset
* `train::Bool=true`            - Specifies the trainset
* `transform=nothing`           - Transform to be applied to data point.
* `categories::Vector{String}`  - Specifies the categories to be used in dataset.

Examples:

julia> dset = ModelNet10(train=false)
julia> typeof(dset[1].data) == TriMesh

ModelNet40(;kwargs...)

Returns ModelNet40 dataset.

Optional Key Arguments:

* `root::String=default_root`   - Root directory of dataset
* `train::Bool=true`            - Specifies the trainset
* `transform=nothing`           - Transform to be applied to data point.
* `categories::Vector{String}`  - Specifies the categories to be used in dataset.

Examples:

julia> dset = ModelNet40(train=false)
julia> typeof(dset[1].data) == TriMesh