Pankaj001 commited on
Commit
d0a067c
·
verified ·
1 Parent(s): 260b22c

Upload 108 files

Browse files

adding Resnet50 architecture trained model on flower dataser

This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. .gitattributes +1 -0
  2. Model/flower_resnet_normalizedv2/fingerprint.pb +3 -0
  3. Model/flower_resnet_normalizedv2/keras_metadata.pb +3 -0
  4. Model/flower_resnet_normalizedv2/saved_model.pb +3 -0
  5. Model/flower_resnet_normalizedv2/variables/variables.data-00000-of-00001 +3 -0
  6. Model/flower_resnet_normalizedv2/variables/variables.index +0 -0
  7. README.md +12 -0
  8. Validation Data/daisy0.png +0 -0
  9. Validation Data/daisy1.png +0 -0
  10. Validation Data/daisy10.png +0 -0
  11. Validation Data/daisy11.png +0 -0
  12. Validation Data/daisy12.png +0 -0
  13. Validation Data/daisy13.png +0 -0
  14. Validation Data/daisy14.png +0 -0
  15. Validation Data/daisy15.png +0 -0
  16. Validation Data/daisy16.png +0 -0
  17. Validation Data/daisy17.png +0 -0
  18. Validation Data/daisy18.png +0 -0
  19. Validation Data/daisy19.png +0 -0
  20. Validation Data/daisy2.png +0 -0
  21. Validation Data/daisy20.png +0 -0
  22. Validation Data/daisy21.png +0 -0
  23. Validation Data/daisy22.png +0 -0
  24. Validation Data/daisy23.png +0 -0
  25. Validation Data/daisy24.png +0 -0
  26. Validation Data/daisy25.png +0 -0
  27. Validation Data/daisy26.png +0 -0
  28. Validation Data/daisy27.png +0 -0
  29. Validation Data/daisy28.png +0 -0
  30. Validation Data/daisy29.png +0 -0
  31. Validation Data/daisy3.png +0 -0
  32. Validation Data/daisy30.png +0 -0
  33. Validation Data/daisy31.png +0 -0
  34. Validation Data/daisy32.png +0 -0
  35. Validation Data/daisy33.png +0 -0
  36. Validation Data/daisy34.png +0 -0
  37. Validation Data/daisy35.png +0 -0
  38. Validation Data/daisy36.png +0 -0
  39. Validation Data/daisy37.png +0 -0
  40. Validation Data/daisy38.png +0 -0
  41. Validation Data/daisy39.png +0 -0
  42. Validation Data/daisy4.png +0 -0
  43. Validation Data/daisy40.png +0 -0
  44. Validation Data/daisy41.png +0 -0
  45. Validation Data/daisy42.png +0 -0
  46. Validation Data/daisy43.png +0 -0
  47. Validation Data/daisy44.png +0 -0
  48. Validation Data/daisy45.png +0 -0
  49. Validation Data/daisy46.png +0 -0
  50. Validation Data/daisy47.png +0 -0
.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ Model/flower_resnet_normalizedv2/variables/variables.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text
Model/flower_resnet_normalizedv2/fingerprint.pb ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bb1828d81e61f6413891a9d5f088f92f7b18cc2709e8fc48fc9c8a1046d4feac
3
+ size 53
Model/flower_resnet_normalizedv2/keras_metadata.pb ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f9f17b86f2749f3e4af2ca1fbfdaf485b8fffb386185dfa0a420d0f91eb161a3
3
+ size 578502
Model/flower_resnet_normalizedv2/saved_model.pb ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:40802c09fc07f15da88ad1e4b77cbdf2900d63cdfdcb114ac8d2d18e2e67fa77
3
+ size 3780994
Model/flower_resnet_normalizedv2/variables/variables.data-00000-of-00001 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e9133055ab641971b88a705f1fe0beb46885a29775cad129a15ade7d7dae42fe
3
+ size 108760419
Model/flower_resnet_normalizedv2/variables/variables.index ADDED
Binary file (19.9 kB). View file
 
README.md CHANGED
@@ -1,3 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
  flowers_url: "https://storage.googleapis.com/download.tensorflow.org/example_images/flower_photos.tgz"
2
 
3
 
 
1
+ # ResNet-50 Model for Flower Classification
2
+
3
+ This model is based on the ResNet-50 architecture and has been trained on a dataset of flower images.
4
+
5
+ ## Model Details
6
+ - **Architecture**: ResNet-50
7
+ - **Input Size**: 180x180 pixels with 3 channels (RGB)
8
+ - **Data Preprocessing**: The model has been trained on normalized data.
9
+ - **Model Accuracy**: 80%
10
+ -
11
+ ## Usage
12
+ You can use this model for flower image classification tasks. Below are some code snippets to help you get started:
13
  flowers_url: "https://storage.googleapis.com/download.tensorflow.org/example_images/flower_photos.tgz"
14
 
15
 
Validation Data/daisy0.png ADDED
Validation Data/daisy1.png ADDED
Validation Data/daisy10.png ADDED
Validation Data/daisy11.png ADDED
Validation Data/daisy12.png ADDED
Validation Data/daisy13.png ADDED
Validation Data/daisy14.png ADDED
Validation Data/daisy15.png ADDED
Validation Data/daisy16.png ADDED
Validation Data/daisy17.png ADDED
Validation Data/daisy18.png ADDED
Validation Data/daisy19.png ADDED
Validation Data/daisy2.png ADDED
Validation Data/daisy20.png ADDED
Validation Data/daisy21.png ADDED
Validation Data/daisy22.png ADDED
Validation Data/daisy23.png ADDED
Validation Data/daisy24.png ADDED
Validation Data/daisy25.png ADDED
Validation Data/daisy26.png ADDED
Validation Data/daisy27.png ADDED
Validation Data/daisy28.png ADDED
Validation Data/daisy29.png ADDED
Validation Data/daisy3.png ADDED
Validation Data/daisy30.png ADDED
Validation Data/daisy31.png ADDED
Validation Data/daisy32.png ADDED
Validation Data/daisy33.png ADDED
Validation Data/daisy34.png ADDED
Validation Data/daisy35.png ADDED
Validation Data/daisy36.png ADDED
Validation Data/daisy37.png ADDED
Validation Data/daisy38.png ADDED
Validation Data/daisy39.png ADDED
Validation Data/daisy4.png ADDED
Validation Data/daisy40.png ADDED
Validation Data/daisy41.png ADDED
Validation Data/daisy42.png ADDED
Validation Data/daisy43.png ADDED
Validation Data/daisy44.png ADDED
Validation Data/daisy45.png ADDED
Validation Data/daisy46.png ADDED
Validation Data/daisy47.png ADDED