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feat: Register the App as imageClassifcation.json
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Co-authored-by: JeffDotPng <[email protected]>

Signed-off-by: Julien Jerphanion <[email protected]>
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@jjerphan
jjerphan committed Sep 1, 2023
1 parent 02b4524 commit 241f2f9
Showing 1 changed file with 257 additions and 0 deletions.
257 changes: 257 additions & 0 deletions src/data/apps/imageClassification.json
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{
"rfInstance": {
"nodes": [
{
"width": 208,
"height": 116,
"id": "HUGGING_FACE_PIPELINE-160a47cc-72e8-4088-a4af-43efdc9904d6",
"type": "AI_ML",
"data": {
"id": "HUGGING_FACE_PIPELINE-160a47cc-72e8-4088-a4af-43efdc9904d6",
"label": "HUGGING FACE PIPELINE",
"func": "HUGGING_FACE_PIPELINE",
"type": "AI_ML",
"ctrls": {
"model": {
"type": "str",
"default": "google/vit-base-patch16-224",
"desc": "The model to be used for classification.\nIf not specified, Vision Transformers (i.e. `google/vit-base-patch16-224`) are used.\nFor more information about Vision Transformers, see: https://huggingface.co/google/vit-base-patch16-224\nFor a complete list of models see: https://huggingface.co/models?pipeline_tag=image-classification",
"functionName": "HUGGING_FACE_PIPELINE",
"param": "model",
"value": "google/vit-base-patch16-224"
},
"revision": {
"type": "str",
"default": "main",
"desc": "The revision of the model to be used for classification.\nIf not specified, main is `used`. For instance see: https://huggingface.co/google/vit-base-patch16-224/commits/main",
"functionName": "HUGGING_FACE_PIPELINE",
"param": "revision",
"value": "main"
}
},
"initCtrls": {},
"inputs": [
{
"name": "default",
"id": "default",
"type": "Image",
"multiple": false,
"desc": "The input image to be classified. The image must be a PIL.Image object wrapped in a flojoy Image object."
}
],
"outputs": [
{
"name": "default",
"id": "default",
"type": "DataFrame",
"desc": "A DataFrame containing as columns the `label` classification label and `score`, its confidence score.\nAll scores are between 0 and 1 and sum to 1."
}
],
"path": "PYTHON/nodes/AI_ML/IMAGE_CLASSIFICATION/HUGGING_FACE_PIPELINE/HUGGING_FACE_PIPELINE.py",
"selected": false
},
"position": {
"x": 101.6862937753346,
"y": 89.1192557532203
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"selected": false,
"positionAbsolute": {
"x": 101.6862937753346,
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"dragging": true
},
{
"width": 160,
"height": 160,
"id": "LOCAL_FILE-3955f404-af77-4878-afd4-dab779ec5df2",
"type": "LOADERS",
"data": {
"id": "LOCAL_FILE-3955f404-af77-4878-afd4-dab779ec5df2",
"label": "LOCAL FILE",
"func": "LOCAL_FILE",
"type": "LOADERS",
"ctrls": {
"file_path": {
"type": "str",
"default": null,
"desc": "path to the file to be loaded",
"functionName": "LOCAL_FILE",
"param": "file_path",
"value": "./PYTHON/nodes/AI_ML/IMAGE_CLASSIFICATION/HUGGING_FACE_PIPELINE/assets/ada_lovelace.png"
},
"file_type": {
"type": "select",
"default": "Image",
"options": [
"Image",
"Grayscale",
"JSON",
"CSV",
"Excel",
"XML"
],
"desc": "type of file to load, default = image",
"functionName": "LOCAL_FILE",
"param": "file_type",
"value": "Image"
}
},
"initCtrls": {},
"outputs": [
{
"name": "default",
"id": "default",
"type": "Image|DataFrame",
"desc": "Image for file_type 'image'\nDataFrame for file_type 'json', 'csv', 'excel', 'xml'"
}
],
"pip_dependencies": [
{
"name": "xlrd",
"v": "2.0.1"
},
{
"name": "lxml",
"v": "4.9.2"
},
{
"name": "openpyxl",
"v": "3.0.10"
},
{
"name": "scikit-image",
"v": "0.21.0"
}
],
"path": "PYTHON/nodes/LOADERS/LOCAL_FILE_SYSTEM/LOCAL_FILE/LOCAL_FILE.py",
"selected": true
},
"position": {
"x": -405.26756052777466,
"y": -122.64869035489248
},
"selected": true,
"positionAbsolute": {
"x": -405.26756052777466,
"y": -122.64869035489248
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"dragging": true
},
{
"width": 380,
"height": 293,
"id": "TABLE-b1ca06f2-ecee-4858-a075-cdfb097be848",
"type": "VISUALIZERS",
"data": {
"id": "TABLE-b1ca06f2-ecee-4858-a075-cdfb097be848",
"label": "TABLE",
"func": "TABLE",
"type": "VISUALIZERS",
"ctrls": {},
"initCtrls": {},
"inputs": [
{
"name": "default",
"id": "default",
"type": "OrderedTriple|OrderedPair|DataFrame|Vector",
"multiple": false,
"desc": "the DataContainer to be visualized"
}
],
"outputs": [
{
"name": "default",
"id": "default",
"type": "Plotly",
"desc": "the DataContainer containing Plotly Table visualization"
}
],
"path": "PYTHON/nodes/VISUALIZERS/PLOTLY/TABLE/TABLE.py",
"selected": false
},
"position": {
"x": 611.2887869229049,
"y": -262.3069439209832
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"selected": false,
"positionAbsolute": {
"x": 611.2887869229049,
"y": -262.3069439209832
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"dragging": true
},
{
"width": 380,
"height": 293,
"id": "IMAGE-b9af5a25-af44-43cd-bc00-315e08b0088f",
"type": "VISUALIZERS",
"data": {
"id": "IMAGE-b9af5a25-af44-43cd-bc00-315e08b0088f",
"label": "IMAGE",
"func": "IMAGE",
"type": "VISUALIZERS",
"ctrls": {},
"initCtrls": {},
"inputs": [
{
"name": "default",
"id": "default",
"type": "Image|Grayscale",
"multiple": false,
"desc": "the DataContainer to be visualized"
}
],
"outputs": [
{
"name": "default",
"id": "default",
"type": "Plotly",
"desc": "the DataContainer containing Plotly Image visualization of the input image"
}
],
"path": "PYTHON/nodes/VISUALIZERS/PLOTLY/IMAGE/IMAGE.py",
"selected": false
},
"position": {
"x": 53.6972076118181,
"y": -424.18710772887835
},
"selected": false,
"positionAbsolute": {
"x": 53.6972076118181,
"y": -424.18710772887835
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"dragging": true
}
],
"edges": [
{
"source": "LOCAL_FILE-3955f404-af77-4878-afd4-dab779ec5df2",
"sourceHandle": "default",
"target": "HUGGING_FACE_PIPELINE-160a47cc-72e8-4088-a4af-43efdc9904d6",
"targetHandle": "default",
"id": "reactflow__edge-LOCAL_FILE-3955f404-af77-4878-afd4-dab779ec5df2default-HUGGING_FACE_PIPELINE-160a47cc-72e8-4088-a4af-43efdc9904d6default"
},
{
"source": "HUGGING_FACE_PIPELINE-160a47cc-72e8-4088-a4af-43efdc9904d6",
"sourceHandle": "default",
"target": "TABLE-b1ca06f2-ecee-4858-a075-cdfb097be848",
"targetHandle": "default",
"id": "reactflow__edge-HUGGING_FACE_PIPELINE-160a47cc-72e8-4088-a4af-43efdc9904d6default-TABLE-b1ca06f2-ecee-4858-a075-cdfb097be848default"
},
{
"source": "LOCAL_FILE-3955f404-af77-4878-afd4-dab779ec5df2",
"sourceHandle": "default",
"target": "IMAGE-b9af5a25-af44-43cd-bc00-315e08b0088f",
"targetHandle": "default",
"id": "reactflow__edge-LOCAL_FILE-3955f404-af77-4878-afd4-dab779ec5df2default-IMAGE-b9af5a25-af44-43cd-bc00-315e08b0088fdefault"
}
],
"viewport": {
"x": 1105.0678207150697,
"y": 575.2550328315427,
"zoom": 1.2199420644594634
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}
}

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