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-# FIAT-Release
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+
+
+FIAT 0.6 (Fast Image Annotation Tool)
+=======================
+
+FIAT is a free image labeling tool developed in C# WPF based on Visual Studio 2022
+The current version supports labeling classification datasets and provides a PyTorch dataset loader.
+
+Development Environment
+=======================
+ - **Visual Studio 2022**
+ - **Microsoft .NET 6**
+
+
+Download
+=======================
+
+- FIAT 0.6 download
+- .NET6 framework
+
+Reference
+=======================
+- FIAT dataset example
+- PyTorch training loop example (classification)
+
+DEMO
+=======================
+- Classification
+
+
+
+
+Menu
+=======================
+
+
+
+
+Shortcut Key
+=======================
+* F1~F12 : Label the image with the target label at that index
+* Ctrl + S : Save all label information
+* Ctrl + O : Open image folder
+* Up : Previous image
+* Down : Next image
+
+PyTorch training loop example
+=======================
+``` python
+import torch
+import torch.nn as nn
+
+from torch.utils.data import DataLoader
+
+from util.FIATClassificationDataset import FIATClassificationDataset
+
+
+batch_size = 1
+training_epochs = 1
+
+datasets = FIATClassificationDataset('C://Github//FIAT//example_dataset//food//', #FIAT dataset path
+ label_height=224, #image height
+ label_width=224, #image width
+ isColor=True, #color load flag
+ isNorm=False) #0~1 normalization flag
+
+data_loader = DataLoader(datasets, batch_size=batch_size, shuffle=True)
+
+for epoch in range(training_epochs):
+ avg_cost = 0
+ avg_acc = 0
+ total_batch = len(data_loader)
+
+ for x_input, y_input in data_loader:
+ print('x_input shape = ', x_input.shape)
+ print('y_input shape = ', y_input.shape)
+
+print('Training loop finished')
+
+```
+``` console
+C:\Python\python.exe C:/Github/FIAT/python/torch_classification_FIATC_test.py
+{'Color': '#FFFF0000', 'Name': 'Bread'}
+{'Color': '#FF008000', 'Name': 'Pizza'}
+{'Color': '#FFFFFFFF', 'Name': 'Hamburger'}
+{'Color': '#FFF79646', 'Name': 'Chicken'}
+x_input shape = torch.Size([1, 3, 224, 224])
+y_input shape = torch.Size([1, 4])
+x_input shape = torch.Size([1, 3, 224, 224])
+y_input shape = torch.Size([1, 4])
+```
+
+
+Strcture
+=======================
+### Classification
+
+
+- __target_info.json
+ - File containing representative label information
+ -
+
+- (each file).json
+ - A file containing user-labeled information about an image.
+ -
+
+
+
+
+
+
+[TOP](#vision-studio)
+
+
diff --git a/example_dataset/food/1_1_bread.jpg b/example_dataset/food/1_1_bread.jpg
new file mode 100644
index 0000000..d382f9f
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diff --git a/example_dataset/food/1_1_bread.json b/example_dataset/food/1_1_bread.json
new file mode 100644
index 0000000..67c0ed0
--- /dev/null
+++ b/example_dataset/food/1_1_bread.json
@@ -0,0 +1 @@
+{"FileName":"1_1_bread.jpg","FilePath":"C:\\Users\\wantr\\Desktop\\food\\1_1_bread.jpg","ClassCollection":[{"Color":"#FFFF0000","Name":"Bread"}]}
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diff --git a/example_dataset/food/1_1_friedchicken.jpg b/example_dataset/food/1_1_friedchicken.jpg
new file mode 100644
index 0000000..cc06eed
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diff --git a/example_dataset/food/1_1_friedchicken.json b/example_dataset/food/1_1_friedchicken.json
new file mode 100644
index 0000000..a4f992f
--- /dev/null
+++ b/example_dataset/food/1_1_friedchicken.json
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+{"FileName":"1_1_friedchicken.jpg","FilePath":"C:\\Users\\wantr\\Desktop\\food\\1_1_friedchicken.jpg","ClassCollection":[]}
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diff --git a/example_dataset/food/1_1_hamburger.jpg b/example_dataset/food/1_1_hamburger.jpg
new file mode 100644
index 0000000..eb0a025
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diff --git a/example_dataset/food/1_1_hamburger.json b/example_dataset/food/1_1_hamburger.json
new file mode 100644
index 0000000..1f56e16
--- /dev/null
+++ b/example_dataset/food/1_1_hamburger.json
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+{"FileName":"1_1_hamburger.jpg","FilePath":"C:\\Users\\wantr\\Desktop\\food\\1_1_hamburger.jpg","ClassCollection":[]}
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diff --git a/example_dataset/food/1_1_pizza.jpg b/example_dataset/food/1_1_pizza.jpg
new file mode 100644
index 0000000..c9d6223
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diff --git a/example_dataset/food/1_1_pizza.json b/example_dataset/food/1_1_pizza.json
new file mode 100644
index 0000000..1e50c11
--- /dev/null
+++ b/example_dataset/food/1_1_pizza.json
@@ -0,0 +1 @@
+{"FileName":"1_1_pizza.jpg","FilePath":"C:\\Users\\wantr\\Desktop\\food\\1_1_pizza.jpg","ClassCollection":[{"Color":"#FF008000","Name":"Pizza"}]}
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diff --git a/example_dataset/food/2_1_bread.jpg b/example_dataset/food/2_1_bread.jpg
new file mode 100644
index 0000000..974fe6e
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diff --git a/example_dataset/food/2_1_bread.json b/example_dataset/food/2_1_bread.json
new file mode 100644
index 0000000..0edb46c
--- /dev/null
+++ b/example_dataset/food/2_1_bread.json
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+{"FileName":"2_1_bread.jpg","FilePath":"C:\\Users\\wantr\\Desktop\\food\\2_1_bread.jpg","ClassCollection":[{"Color":"#FFFF0000","Name":"Bread"}]}
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diff --git a/example_dataset/food/2_1_friedchicken.jpg b/example_dataset/food/2_1_friedchicken.jpg
new file mode 100644
index 0000000..afcf14b
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diff --git a/example_dataset/food/2_1_friedchicken.json b/example_dataset/food/2_1_friedchicken.json
new file mode 100644
index 0000000..8fd074f
--- /dev/null
+++ b/example_dataset/food/2_1_friedchicken.json
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+{"FileName":"2_1_friedchicken.jpg","FilePath":"C:\\Users\\wantr\\Desktop\\food\\2_1_friedchicken.jpg","ClassCollection":[{"Color":"#FFF79646","Name":"Chicken"}]}
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diff --git a/example_dataset/food/2_1_hamburger.jpg b/example_dataset/food/2_1_hamburger.jpg
new file mode 100644
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diff --git a/example_dataset/food/2_1_hamburger.json b/example_dataset/food/2_1_hamburger.json
new file mode 100644
index 0000000..60bddba
--- /dev/null
+++ b/example_dataset/food/2_1_hamburger.json
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+{"FileName":"2_1_hamburger.jpg","FilePath":"C:\\Users\\wantr\\Desktop\\food\\2_1_hamburger.jpg","ClassCollection":[{"Color":"#FFFFFFFF","Name":"Hamburger"}]}
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diff --git a/example_dataset/food/2_1_pizza.jpg b/example_dataset/food/2_1_pizza.jpg
new file mode 100644
index 0000000..f3509e0
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diff --git a/example_dataset/food/2_1_pizza.json b/example_dataset/food/2_1_pizza.json
new file mode 100644
index 0000000..f572846
--- /dev/null
+++ b/example_dataset/food/2_1_pizza.json
@@ -0,0 +1 @@
+{"FileName":"2_1_pizza.jpg","FilePath":"C:\\Users\\wantr\\Desktop\\food\\2_1_pizza.jpg","ClassCollection":[{"Color":"#FF008000","Name":"Pizza"}]}
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diff --git a/example_dataset/food/3_1_bread.jpg b/example_dataset/food/3_1_bread.jpg
new file mode 100644
index 0000000..f785ad1
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diff --git a/example_dataset/food/3_1_bread.json b/example_dataset/food/3_1_bread.json
new file mode 100644
index 0000000..bcd0a50
--- /dev/null
+++ b/example_dataset/food/3_1_bread.json
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+{"FileName":"3_1_bread.jpg","FilePath":"C:\\Users\\wantr\\Desktop\\food\\3_1_bread.jpg","ClassCollection":[{"Color":"#FFFF0000","Name":"Bread"}]}
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diff --git a/example_dataset/food/3_1_friedchicken.jpg b/example_dataset/food/3_1_friedchicken.jpg
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diff --git a/example_dataset/food/3_1_friedchicken.json b/example_dataset/food/3_1_friedchicken.json
new file mode 100644
index 0000000..36fc605
--- /dev/null
+++ b/example_dataset/food/3_1_friedchicken.json
@@ -0,0 +1 @@
+{"FileName":"3_1_friedchicken.jpg","FilePath":"C:\\Users\\wantr\\Desktop\\food\\3_1_friedchicken.jpg","ClassCollection":[{"Color":"#FFF79646","Name":"Chicken"}]}
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diff --git a/example_dataset/food/3_1_pizza.jpg b/example_dataset/food/3_1_pizza.jpg
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diff --git a/example_dataset/food/3_1_pizza.json b/example_dataset/food/3_1_pizza.json
new file mode 100644
index 0000000..aea05b0
--- /dev/null
+++ b/example_dataset/food/3_1_pizza.json
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+{"FileName":"3_1_pizza.jpg","FilePath":"C:\\Users\\wantr\\Desktop\\food\\3_1_pizza.jpg","ClassCollection":[]}
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diff --git a/example_dataset/food/4_1_bread.jpg b/example_dataset/food/4_1_bread.jpg
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diff --git a/example_dataset/food/4_1_bread.json b/example_dataset/food/4_1_bread.json
new file mode 100644
index 0000000..d6e123c
--- /dev/null
+++ b/example_dataset/food/4_1_bread.json
@@ -0,0 +1 @@
+{"FileName":"4_1_bread.jpg","FilePath":"C:\\Users\\wantr\\Desktop\\food\\4_1_bread.jpg","ClassCollection":[]}
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diff --git a/example_dataset/food/___target_info.json b/example_dataset/food/___target_info.json
new file mode 100644
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+++ b/example_dataset/food/___target_info.json
@@ -0,0 +1 @@
+[{"Color":"#FFFF0000","Name":"Bread"},{"Color":"#FF008000","Name":"Pizza"},{"Color":"#FFFFFFFF","Name":"Hamburger"},{"Color":"#FFF79646","Name":"Chicken"}]
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