Update app.py

app.py

@@ -1,33 +1,21 @@
-import matplotlib.pyplot as plt
-import torch
-
-# Data for text to image conversion
-text = "This is a sample text to image converter application. It can convert various types of text, including names, numbers, and symbols, into images. Simply paste the text you wish to convert here and then run the program."
-image = torch.ones(len(text), height=128, width=128)
-
-# Create AI model
-model = transformers.AutoModel.from_pretrained("bert-base-uncased")
-model.load_state_dict(torch.load("model.pt"))
-
-# Generate new image data
-img = np.random.rand(image.shape)
-text = text.view(len(text), image)
-
-# Pass the new data through the model
-outputs = model(**input_data)
-
-# Reshape input tensors
-for batch in outputs["contain"]["feedforward"]:
-    outputs["image"].append(torch.cat((batch[0]["view"], batch[1]["index"])))
-
-# Convert back to text
-final_output = np.stack(outputs["image"], axis=-1)
-
-# Print results
-output = final_output.numpy()
-print("Final output shape: ", output.shape)
-
-# Plot results
-output = image.reshape(output.shape).squeeze("i")
-plt.imshow(output)
-plt.show()
+from keras.utils import simple_utils
+from keras.models import Sequential
+from keras.layers import Channels, Dense, Embedding, Concatenate, LSTM
+from keras.layers import Reshape, Flatten
+from keras.utils import plot_model
+
+def text_to_image(text):
+    image = plot_model.generate_converting_function(
+        SimpleLeakyReLU(alpha=0.1),
+        inputs=['text', '-', 'color']
+    )
+    return image
+
+def main():
+    text = '''Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed dictum porta quis massa aliquet, dictum pellentes volutpat. Duis vel elit metus, eget luctus imperdiet quis. Sed arcu eget eros massa, vehicula velit velit. Nam vitae mi eget felis pretium, in velit at fringilla luctus. Nulla luctus ligula dignissim arcu, at consequat elementum laoreet. In iaculis pellentes at metus. '
+    r. 
+    c. 
+    u.
+    '''
+    image = text_to_image(text)
+    return image