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modulesettings.json
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modulesettings.json
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{
"Modules": {
"SceneClassifier": {
"Name": "Scene Classification",
"Version": "1.8.0",
"PublishingInfo" : {
"Description": "Classifies an image according to one of 365 pre-trained scenes",
"IconURL": null,
"Category": "Computer Vision",
"Stack": "Python, PyTorch",
"License": "Apache 2.0",
"LicenseUrl": "http://www.apache.org/licenses/",
"Author": "Chris Maunder, Matthew Dennis",
"Homepage": "https://codeproject.com/ai",
"BasedOn": "Deepstack",
"BasedOnUrl": "https://github.com/johnolafenwa/DeepStack"
},
"LaunchSettings": {
"AutoStart": true,
"FilePath": "scene_adapter.py",
"Runtime": "python3.8",
"RuntimeLocation": "Shared", // Can be Local, Shared or System
"PostStartPauseSecs": 1, // Generally 1 if using GPU, 0 for CPU
"Queue": "sceneclassifier_queue", // default is lower(module_id) + '_queue'
"Parallelism": 1 // 0 = Default = number of CPUs / 2
},
"EnvironmentVariables": {
"USE_CUDA": "True",
"APPDIR": "%CURRENT_MODULE_PATH%",
"MODELS_DIR": "%CURRENT_MODULE_PATH%\\assets"
},
"GpuOptions" : {
"InstallGPU": true,
"EnableGPU": true, // Will be coerced to false if InstallGPU = false
"AcceleratorDeviceName": null, // = default
"HalfPrecision": "enable" // 'Force', 'Enable', 'Disable': whether to force on, allow, or disable half-precision ops
},
"InstallOptions" : {
"Platforms": [ "all", "!jetson" ],
"ModuleReleases": [ // Which server version is compatible with each version of this module.
{ "ModuleVersion": "1.0", "ServerVersionRange": [ "1.0", "2.0.8" ], "ReleaseDate": "2022-03-01" },
{ "ModuleVersion": "1.1", "ServerVersionRange": [ "2.1", "2.1.6" ], "ReleaseDate": "2023-03-20", "ReleaseNotes": "Updated for CodeProject.AI Server 2.1" },
{ "ModuleVersion": "1.2", "ServerVersionRange": [ "2.1", "2.1.8" ], "ReleaseDate": "2023-05-03", "ReleaseNotes": "Minor module initialisation changes" },
{ "ModuleVersion": "1.3", "ServerVersionRange": [ "2.1", "2.1.12" ], "ReleaseDate": "2023-05-17", "ReleaseNotes": "Updated module settings", "Importance": "Minor" },
{ "ModuleVersion": "1.4", "ServerVersionRange": [ "2.2", "2.2.4" ], "ReleaseDate": "2023-09-09", "ReleaseNotes": "Updated module installer" },
{ "ModuleVersion": "1.5", "ServerVersionRange": [ "2.3.0", "2.3.0" ], "ReleaseDate": "2023-10-01", "ReleaseNotes": "Updated to match new installer SDK." },
{ "ModuleVersion": "1.5.1", "ServerVersionRange": [ "2.3.1", "2.4.0" ], "ReleaseDate": "2023-10-10", "ReleaseNotes": "Updated to match new installer SDK." },
{ "ModuleVersion": "1.5.2", "ServerVersionRange": [ "2.3.5", "2.4.0" ], "ReleaseDate": "2023-11-10", "ReleaseNotes": "Removing Raspberry Pi / Jetson support.", "Importance": "Minor" },
{ "ModuleVersion": "1.5.3", "ServerVersionRange": [ "2.4.1", "2.4.1" ], "ReleaseDate": "2023-12-06", "ReleaseNotes": "Updated modulesettings schema", "Importance": "Minor" },
{ "ModuleVersion": "1.5.4", "ServerVersionRange": [ "2.4.2", "2.4.7" ], "ReleaseDate": "2023-12-09", "ReleaseNotes": "Installer updates", "Importance": "Minor" },
{ "ModuleVersion": "1.6.0", "ServerVersionRange": [ "2.5.0-RC1", "2.5.0-RC5" ], "ReleaseDate": "2024-01-06", "ReleaseNotes": "Additions for dynamic explorer UI" },
{ "ModuleVersion": "1.6.1", "ServerVersionRange": [ "2.5.0-RC1", "2.5.0-RC5" ], "ReleaseDate": "2024-01-13", "ReleaseNotes": "Changes to SDK" },
{ "ModuleVersion": "1.6.2", "ServerVersionRange": [ "2.5.0-RC6", "" ], "ReleaseDate": "2024-01-16", "ReleaseNotes": "Updated modulesettings schema" },
{ "ModuleVersion": "1.6.3", "ServerVersionRange": [ "2.5.0-RC6", "" ], "ReleaseDate": "2024-01-18", "ReleaseNotes": "Updated explorer" },
{ "ModuleVersion": "1.7.0", "ServerVersionRange": [ "2.5.0-RC6", "" ], "ReleaseDate": "2024-01-21", "ReleaseNotes": "Module performance statistics added" },
{ "ModuleVersion": "1.7.1", "ServerVersionRange": [ "2.5.2", "2.6.0" ], "ReleaseDate": "2024-02-08", "ReleaseNotes": "Support for CodeProject.AI Server 2.5.2" },
{ "ModuleVersion": "1.7.2", "ServerVersionRange": [ "2.5.2", "2.6.0" ], "ReleaseDate": "2024-02-15", "ReleaseNotes": "Support for Raspberry Pi", "Importance": "Minor" },
{ "ModuleVersion": "1.8.0", "ServerVersionRange": [ "2.8.0", "" ], "ReleaseDate": "2024-08-02", "ReleaseNotes": "Updated for server 2.8" }
]
},
"ModelRequirements" : [{
"Task": "Scene Classification",
"Architecture": "ResNet-50",
"Format": "PyTorch"
}],
"RouteMaps": [
{
"Name": "Scene Classifier",
"Route": "vision/scene",
"Method": "POST",
"Command": "detect",
"Description": "Classifies the scene in an image. It can recognise 365 different scenes.",
"Inputs": [
{
"Name": "image",
"Type": "File",
"Description": "The HTTP file object (image) to be analyzed."
}
],
"Outputs": [
{
"Name": "success",
"Type": "Boolean",
"Description": "True if successful."
},
{
"Name": "label",
"Type": "Text",
"Description": "The classification of the scene such as 'conference_room'."
},
{
"Name": "confidence",
"Type": "Float",
"Description": "The confidence in the classification in the range of 0.0 to 1.0."
},
{
"Name": "inferenceMs",
"Type": "Integer",
"Description": "The time (ms) to perform the AI inference."
},
{
"Name": "processMs",
"Type": "Integer",
"Description": "The time (ms) to process the image (includes inference and image manipulation operations)."
}
]
}
]
}
}
}