README.md

APIs

• Get Available Models
• Get Available Versions for a Spesific Model
• Get Latest Version for a Spesific Model
• Get Pretrained Model
• Get Model with Random Weight Initialization
• Get Pretrained Arch Model
• Get Arch Model with Random Weight Initialization

Get Available Models

import satellighte as sat
sat.available_models()
# ['efficientnet_b0_eurosat', 'mobilenetv2_default_eurosat']

Get Available Versions for a Spesific Model

import satellighte as sat
model_name = 'efficientnet_b0_eurosat'
sat.get_model_versions(model_name)
# ['0']

Get Latest Version for a Spesific Model

import satellighte as sat
model_name = 'efficientnet_b0_eurosat'
sat.get_model_latest_version(model_name)
# '0'

Get Pretrained Model

import satellighte as sat
model_name = 'efficientnet_b0_eurosat'
model = sat.Classifier.from_pretrained(model_name, version=None) # if version none is given than latest version will be used.
# model: pl.LightningModule

Get Model with Random Weight Initialization

import satellighte as sat
arch = 'efficientnet'
config = 'b0'
model = sat.Classifier.build(arch, config)
# model: pl.LightningModule

Get Pretrained Arch Model

import satellighte as sat
model_name = 'efficientnet_b0_eurosat'
model = sat.Classifier.from_pretrained_arch(model_name, version=None) # if version none is given than latest version will be used.
# model: torch.nn.Module

Get Arch Model with Random Weight Initialization

import satellighte as sat
arch = 'efficientnet'
config = 'b0'
model = sat.Classifier.build_arch(arch, config)
# model: torch.nn.Module