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| a/README.md | b/README.md | ||
|---|---|---|---|
| 1 | # ML_ModelPrediction |
1 | # ML_ModelPrediction |
| 2 | 2 | ||
| 3 | # Perdiction of the mutiple trained models (NASNet, RESNET, VGG16 VGG19, DENSENET) to be integrated with micro service using Flask API request. |
3 | # Perdiction of the mutiple trained models (NASNet, RESNET, VGG16 VGG19, DENSENET) to be integrated with micro service using Flask API request. |
| 4 | 4 | ||
| 5 | Image is updated and loaded on MongoDB for future use and the user gets a response of the predicted lable while using service and upload image for prediction. |
5 | Image is updated and loaded on MongoDB for future use and the user gets a response of the predicted lable while using service and upload image for prediction. |
| 6 | 6 | ||
| 7 | 7 | ||
| 8 | 8 | ||
| 9 | #NASNET MODEL PREDICTION |
9 | #NASNET MODEL PREDICTION |
| 10 | 10 | ||
| 11 | Image is updated and loaded on MongoDB for future use and the user gets a response of the predicted lable while using service and upload image for prediction. |
11 | Image is updated and loaded on MongoDB for future use and the user gets a response of the predicted lable while using service and upload image for prediction. |
| 12 | 12 | ||
| 13 | 13 | ||
| 14 | 14 | ||
| 15 | #NASNET MODEL PREDICTION |
15 | #NASNET MODEL PREDICTION
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| 16 |  |
16 |  |
| 17 | 17 | ||
| 18 | #POST response via using serivce: |
18 | #POST response via using serivce: |
| 19 | 19 | ||
| 20 | Input request POST with from data as image file that needs to be classfied. |
20 | Input request POST with from data as image file that needs to be classfied. |
| 21 | 21 | ||
| 22 | *[http://127.0.0.1:5000/upload-image/] |
22 | *[http://127.0.0.1:5000/upload-image/]
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| 23 | 23 |
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| 24 | `{ |
24 | `{
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| 25 | "Given class of image is ": "Dyed-lifted-polyps" |
25 | "Given class of image is ": "Dyed-lifted-polyps"
|
| 26 | }` |
26 | }`
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| 27 | 27 |
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| 28 |  |
28 | 
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