jatin-tec commited on
Commit
3d40b10
·
1 Parent(s): 6840aca
Files changed (3) hide show
  1. .gitignore +2 -1
  2. main.py +1 -0
  3. requirements.txt +489 -12
.gitignore CHANGED
@@ -1,2 +1,3 @@
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  mask_rcnn_rsna_pneumonia_0008.h5
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- Mask_RCNN
 
 
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  mask_rcnn_rsna_pneumonia_0008.h5
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+ Mask_RCNN
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+ mask_rcnn.egg-info
main.py CHANGED
@@ -70,6 +70,7 @@ config = RSNA_Detect_Config()
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  mask_rcnn_inference_model = modellib.MaskRCNN(mode = 'inference',
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  config = config,
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  model_dir = "assests")
 
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  def predict(inp):
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  confidences = {"cat": 0.0, "dog": 0.5}
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  predictions = get_predictions_from_mask_rcnn(mask_rcnn_inference_model, inp)
 
70
  mask_rcnn_inference_model = modellib.MaskRCNN(mode = 'inference',
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  config = config,
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  model_dir = "assests")
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+
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  def predict(inp):
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  confidences = {"cat": 0.0, "dog": 0.5}
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  predictions = get_predictions_from_mask_rcnn(mask_rcnn_inference_model, inp)
requirements.txt CHANGED
@@ -1,12 +1,489 @@
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- numpy<2.0,>=1.16.0
2
- scipy
3
- Pillow
4
- cython
5
- matplotlib
6
- scikit-image>=0.14.2
7
- tensorflow==1.15.3
8
- gradio==3.31.0
9
- keras==2.2.4
10
- opencv-python
11
- h5py
12
- imgaug
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This file may be used to create an environment using:
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+ # $ conda create --name <env> --file <this file>
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+ # platform: linux-64
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+ _libgcc_mutex=0.1=main
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