Upload 108 files
Browse filesadding Resnet50 architecture trained model on flower dataser
This view is limited to 50 files because it contains too many changes. See raw diff
- .gitattributes +1 -0
- Model/flower_resnet_normalizedv2/fingerprint.pb +3 -0
- Model/flower_resnet_normalizedv2/keras_metadata.pb +3 -0
- Model/flower_resnet_normalizedv2/saved_model.pb +3 -0
- Model/flower_resnet_normalizedv2/variables/variables.data-00000-of-00001 +3 -0
- Model/flower_resnet_normalizedv2/variables/variables.index +0 -0
- README.md +12 -0
- Validation Data/daisy0.png +0 -0
- Validation Data/daisy1.png +0 -0
- Validation Data/daisy10.png +0 -0
- Validation Data/daisy11.png +0 -0
- Validation Data/daisy12.png +0 -0
- Validation Data/daisy13.png +0 -0
- Validation Data/daisy14.png +0 -0
- Validation Data/daisy15.png +0 -0
- Validation Data/daisy16.png +0 -0
- Validation Data/daisy17.png +0 -0
- Validation Data/daisy18.png +0 -0
- Validation Data/daisy19.png +0 -0
- Validation Data/daisy2.png +0 -0
- Validation Data/daisy20.png +0 -0
- Validation Data/daisy21.png +0 -0
- Validation Data/daisy22.png +0 -0
- Validation Data/daisy23.png +0 -0
- Validation Data/daisy24.png +0 -0
- Validation Data/daisy25.png +0 -0
- Validation Data/daisy26.png +0 -0
- Validation Data/daisy27.png +0 -0
- Validation Data/daisy28.png +0 -0
- Validation Data/daisy29.png +0 -0
- Validation Data/daisy3.png +0 -0
- Validation Data/daisy30.png +0 -0
- Validation Data/daisy31.png +0 -0
- Validation Data/daisy32.png +0 -0
- Validation Data/daisy33.png +0 -0
- Validation Data/daisy34.png +0 -0
- Validation Data/daisy35.png +0 -0
- Validation Data/daisy36.png +0 -0
- Validation Data/daisy37.png +0 -0
- Validation Data/daisy38.png +0 -0
- Validation Data/daisy39.png +0 -0
- Validation Data/daisy4.png +0 -0
- Validation Data/daisy40.png +0 -0
- Validation Data/daisy41.png +0 -0
- Validation Data/daisy42.png +0 -0
- Validation Data/daisy43.png +0 -0
- Validation Data/daisy44.png +0 -0
- Validation Data/daisy45.png +0 -0
- Validation Data/daisy46.png +0 -0
- 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
|