content

app.py

@@ -0,0 +1,265 @@
+"""
+Created Date: 09-26-2024
+Updated Date: -
+Author: Chaitanya Chadha
+"""
+
+import streamlit as st
+from transformers import AutoImageProcessor, ResNetForImageClassification
+import torch
+from PIL import Image, ImageDraw, ImageFont
+import math
+import os
+import io
+from datetime import datetime
+
+# Set page configuration at the very beginning
+st.set_page_config(page_title="🎨 Colored ASCII Art Generator", layout="wide")
+
+# Initialize model and processor once to improve performance
+@st.cache_resource
+def load_model_and_processor():
+    processor = AutoImageProcessor.from_pretrained("microsoft/resnet-50")
+    model = ResNetForImageClassification.from_pretrained("microsoft/resnet-50")
+    return processor, model
+
+processor, model = load_model_and_processor()
+
+def Classify_Image(image):
+    """
+    Classifies the image using a pre-trained ResNet-50 model.
+    Returns the predicted label.
+    """
+    inputs = processor(image, return_tensors="pt")
+    with torch.no_grad():
+        logits = model(**inputs).logits
+    # model predicts one of the 1000 ImageNet classes
+    predicted_label = logits.argmax(-1).item()
+    return model.config.id2label[predicted_label]
+
+def resize_image(image, new_width=100):
+    width, height = image.size
+    aspect_ratio = height / width
+    # Adjusting height based on the aspect ratio and a scaling factor
+    new_height = int(aspect_ratio * new_width * 0.55)
+    resized_image = image.resize((new_width, new_height))
+    return resized_image
+
+def grayify(image):
+    return image.convert("L")
+
+def calculate_image_entropy(image):
+    # Calculates the entropy of the grayscale image to determine its complexity.
+    # Higher entropy indicates a more complex image with more details.
+    histogram = image.histogram()
+    histogram_length = sum(histogram)
+
+    samples_probability = [float(h) / histogram_length for h in histogram if h != 0]
+    entropy = -sum([p * math.log(p, 2) for p in samples_probability])
+
+    return entropy
+
+def select_character_set(entropy, art_gen_choice, classification):
+    ASCII_CHARS_SETS = {
+        "standard": [
+            '@', '%', '#', '*', '+', '=', '-', ':', '.', ' '
+        ],
+        "detailed": [
+            '$', '@', 'B', '%', '8', '&', 'W', 'M', '#', '*', 'o', 'a', 'h', 'k', 'b',
+            'd', 'p', 'q', 'w', 'm', 'Z', 'O', '0', 'Q', 'L', 'C', 'J', 'U', 'Y',
+            'X', 'z', 'c', 'v', 'u', 'n', 'x', 'r', 'j', 'f', 't', '/', '\\', '|',
+            '(', ')', '1', '{', '}', '[', ']', '?', '-', '_', '+', '~', '<', '>',
+            'i', '!', 'l', 'I', ';', ':', ',', '"', '^', '', "'", '.', ' '
+        ],
+        "simple": [
+            '#', '*', '+', '=', '-', ':', '.', ' '
+        ],
+        "custom": [
+            "!", "~", "@", "#", "$", "%", "¨", "&", "*", "(", ")", "_", "+", "-",
+            "=", "{", "}", "[", "]", "|", "\\", "/", ":", ";", "'", "\"", ",", "<",
+            ".", ">", "?", " " ] + list(set(list(str(classification))))
+    }
+
+    if art_gen_choice.lower() == "custom":
+        selected_set = "custom"
+        return ASCII_CHARS_SETS[selected_set]
+    else:
+        # Define entropy thresholds (these values can be adjusted based on experimentation)
+        if entropy < 4.0:
+            selected_set = "simple"
+        elif 4.0 <= entropy < 5.5:
+            selected_set = "standard"
+        else:
+            selected_set = "detailed"
+
+        return ASCII_CHARS_SETS[selected_set]
+
+def determine_optimal_width(image, max_width=120):
+    # Determines the optimal width for the ASCII art based on the image's original dimensions.
+    original_width, original_height = image.size
+    if original_width > max_width:
+        return max_width
+    else:
+        return original_width
+
+def render_ascii_to_image(ascii_chars, img_width, img_height, font_path="fonts/DejaVuSansMono.ttf", font_size=10):
+    # Renders the ASCII characters onto an image with their corresponding colors.
+    if not os.path.isfile(font_path):
+        st.error(f"Font file not found at {font_path}. Please provide a valid font path.")
+        return None
+
+    # Create a new image with white background
+    try:
+        font = ImageFont.truetype(font_path, font_size)
+    except Exception as e:
+        st.error(f"Error loading font: {e}")
+        return None
+
+    # Get character dimensions
+    # Using getbbox which is compatible with Pillow >= 8.0
+    left, top, right, bottom = font.getbbox('A')
+    char_width = right - left
+    char_height = bottom - top
+    image_width = char_width * img_width
+    image_height = char_height * img_height
+    new_image = Image.new("RGB", (image_width, image_height), "white")
+    draw = ImageDraw.Draw(new_image)
+
+    for i, (char, color) in enumerate(ascii_chars):
+        x = (i % img_width) * char_width
+        y = (i // img_width) * char_height
+        draw.text((x, y), char, fill=color, font=font)
+
+    return new_image
+
+def pixels_to_colored_ascii(grayscale_image, color_image, chars):
+    # Maps each pixel to an ASCII character from the selected character set.
+    # Returns a list of tuples: (character, (R, G, B))
+    grayscale_pixels = grayscale_image.getdata()
+    color_pixels = color_image.getdata()
+    ascii_chars = []
+
+    for grayscale_pixel, color_pixel in zip(grayscale_pixels, color_pixels):
+        # Scale grayscale pixel value to the range of the character set
+        index = grayscale_pixel * (len(chars) - 1) // 255
+        ascii_char = chars[index]
+
+        # Extract RGB values; ignore alpha if present
+        if len(color_pixel) == 4:
+            r, g, b, _ = color_pixel
+        else:
+            r, g, b = color_pixel
+
+        ascii_chars.append((ascii_char, (r, g, b)))
+
+    return ascii_chars
+
+def generate_ascii_art(image, font_path="fonts/DejaVuSansMono.ttf", font_size=12):
+    # image: PIL Image object
+
+    # Classify the image
+    image_class = Classify_Image(image)
+    st.write(f"**Image Classification:** {image_class}")
+
+    # Convert to grayscale and calculate entropy
+    grayscale_image = grayify(image)
+    entropy = calculate_image_entropy(grayscale_image)
+    st.write(f"**Image Entropy:** {entropy:.2f}")
+
+    # Select character set
+    art_gen_choice = st.session_state.get('art_gen_choice', 'custom')
+    selected_chars = select_character_set(entropy, art_gen_choice, image_class)
+    st.write(f"**Selected Character Set:** '{art_gen_choice}' with {len(selected_chars)} characters.")
+
+    # Determine optimal width
+    optimal_width = determine_optimal_width(image)
+    st.write(f"**Selected Width:** {optimal_width}")
+
+    # Resize images
+    resized_image = resize_image(image, optimal_width)
+    grayscale_resized_image = grayify(resized_image)
+    color_resized_image = resized_image.convert("RGB")  # Ensure image is in RGB mode
+
+    # Convert pixels to ASCII
+    ascii_chars = pixels_to_colored_ascii(grayscale_resized_image, color_resized_image, selected_chars)
+
+    # Create ASCII string
+    ascii_str = ''.join([char for char, color in ascii_chars])
+    ascii_lines = [ascii_str[index: index + optimal_width] for index in range(0, len(ascii_str), optimal_width)]
+    ascii_art = "\n".join(ascii_lines)
+
+    return ascii_art, ascii_chars, resized_image.size
+
+def main():
+    # Title and Description are already set after set_page_config
+    st.title("🎨 Colored ASCII Art Generator")
+
+    st.markdown("""
+    Upload an image, and this app will convert it into colored ASCII art. 
+    You can view the classification, entropy, and download or copy the ASCII art.
+    """)
+
+    # Sidebar for options
+    st.sidebar.header("Options")
+    art_gen_choice = st.sidebar.selectbox(
+        "Character Set Choice",
+        options=["custom", "standard", "detailed", "simple"],
+        help="Select the character set to use for ASCII art generation."
+    )
+    st.session_state['art_gen_choice'] = art_gen_choice
+
+    # File uploader
+    uploaded_file = st.file_uploader("Upload an Image", type=["png", "jpg", "jpeg", "bmp", "gif"])
+
+    if uploaded_file is not None:
+        try:
+            # Read the image
+            image = Image.open(uploaded_file).convert("RGB")
+            st.image(image, caption='Uploaded Image', use_column_width=True)
+
+            # Generate ASCII Art
+            with st.spinner("Generating ASCII Art..."):
+                ascii_art, ascii_chars, resized_size = generate_ascii_art(image)
+
+            # Display ASCII Art as Image
+            ascii_image = render_ascii_to_image(
+                ascii_chars,
+                img_width=resized_size[0],
+                img_height=resized_size[1],
+                font_path="fonts/DejaVuSansMono.ttf",
+                font_size=12
+            )
+
+            if ascii_image:
+                st.image(ascii_image, caption='Colored ASCII Art', use_column_width=True)
+
+                # Provide Download Button for ASCII Image
+                img_byte_arr = io.BytesIO()
+                ascii_image.save(img_byte_arr, format='PNG')
+                img_byte_arr = img_byte_arr.getvalue()
+
+                st.download_button(
+                    label="📥 Download ASCII Art Image",
+                    data=img_byte_arr,
+                    file_name=f"ascii_art_{datetime.now().strftime('%Y%m%d_%H%M%S')}.png",
+                    mime="image/png"
+                )
+
+            # Display ASCII Art as Text with Copy Option
+            st.text_area("ASCII Art", ascii_art, height=300)
+
+            # Provide a download button for the ASCII text
+            st.download_button(
+                label="📄 Download ASCII Art Text",
+                data=ascii_art,
+                file_name=f"ascii_art_{datetime.now().strftime('%Y%m%d_%H%M%S')}.txt",
+                mime="text/plain"
+            )
+
+        except Exception as e:
+            st.error(f"An error occurred: {e}")
+    else:
+        st.info("Please upload an image to get started.")
+
+if __name__ == "__main__":
+    main()

fonts/DejaVu Fonts License.txt

@@ -0,0 +1,97 @@
+Fonts are (c) Bitstream (see below). DejaVu changes are in public domain.
+Glyphs imported from Arev fonts are (c) Tavmjong Bah (see below)
+
+Bitstream Vera Fonts Copyright
+------------------------------
+
+Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera is
+a trademark of Bitstream, Inc.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of the fonts accompanying this license ("Fonts") and associated
+documentation files (the "Font Software"), to reproduce and distribute the
+Font Software, including without limitation the rights to use, copy, merge,
+publish, distribute, and/or sell copies of the Font Software, and to permit
+persons to whom the Font Software is furnished to do so, subject to the
+following conditions:
+
+The above copyright and trademark notices and this permission notice shall
+be included in all copies of one or more of the Font Software typefaces.
+
+The Font Software may be modified, altered, or added to, and in particular
+the designs of glyphs or characters in the Fonts may be modified and
+additional glyphs or characters may be added to the Fonts, only if the fonts
+are renamed to names not containing either the words "Bitstream" or the word
+"Vera".
+
+This License becomes null and void to the extent applicable to Fonts or Font
+Software that has been modified and is distributed under the "Bitstream
+Vera" names.
+
+The Font Software may be sold as part of a larger software package but no
+copy of one or more of the Font Software typefaces may be sold by itself.
+
+THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
+OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT,
+TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL BITSTREAM OR THE GNOME
+FOUNDATION BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING
+ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES,
+WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF
+THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE
+FONT SOFTWARE.
+
+Except as contained in this notice, the names of Gnome, the Gnome
+Foundation, and Bitstream Inc., shall not be used in advertising or
+otherwise to promote the sale, use or other dealings in this Font Software
+without prior written authorization from the Gnome Foundation or Bitstream
+Inc., respectively. For further information, contact: fonts at gnome dot
+org. 
+
+Arev Fonts Copyright
+------------------------------
+
+Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved.
+
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of the fonts accompanying this license ("Fonts") and
+associated documentation files (the "Font Software"), to reproduce
+and distribute the modifications to the Bitstream Vera Font Software,
+including without limitation the rights to use, copy, merge, publish,
+distribute, and/or sell copies of the Font Software, and to permit
+persons to whom the Font Software is furnished to do so, subject to
+the following conditions:
+
+The above copyright and trademark notices and this permission notice
+shall be included in all copies of one or more of the Font Software
+typefaces.
+
+The Font Software may be modified, altered, or added to, and in
+particular the designs of glyphs or characters in the Fonts may be
+modified and additional glyphs or characters may be added to the
+Fonts, only if the fonts are renamed to names not containing either
+the words "Tavmjong Bah" or the word "Arev".
+
+This License becomes null and void to the extent applicable to Fonts
+or Font Software that has been modified and is distributed under the 
+"Tavmjong Bah Arev" names.
+
+The Font Software may be sold as part of a larger software package but
+no copy of one or more of the Font Software typefaces may be sold by
+itself.
+
+THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT
+OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL
+TAVMJONG BAH BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL
+DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM
+OTHER DEALINGS IN THE FONT SOFTWARE.
+
+Except as contained in this notice, the name of Tavmjong Bah shall not
+be used in advertising or otherwise to promote the sale, use or other
+dealings in this Font Software without prior written authorization
+from Tavmjong Bah. For further information, contact: tavmjong @ free
+. fr.

output/ascii_art.txt

@@ -0,0 +1,66 @@
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output/ball_ascii.txt

@@ -0,0 +1,66 @@
+cccccccccccccccccccccccccccccccccccccccccccccrm ?.<"';:://\\\\\//:;'",.> mrccccccccccccccccccccccccccccccccccccccccccccc
+cccccccccccccccccccccccccccccccccccccccra?.,;/\|][[[}}}}}}{{{{{{{{}}}}}[]|\:"<?arccccccccccccccccccccccccccccccccccccccc
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requirements.txt

@@ -0,0 +1,54 @@
+altair==5.4.1
+attrs==24.2.0
+blinker==1.8.2
+cachetools==5.5.0
+certifi==2024.8.30
+charset-normalizer==3.3.2
+click==8.1.7
+filelock==3.16.1
+fsspec==2024.9.0
+gitdb==4.0.11
+GitPython==3.1.43
+huggingface-hub==0.25.1
+idna==3.10
+Jinja2==3.1.4
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+markdown-it-py==3.0.0
+MarkupSafe==2.1.5
+mdurl==0.1.2
+mpmath==1.3.0
+narwhals==1.8.3
+networkx==3.3
+numpy==2.1.1
+packaging==24.1
+pandas==2.2.3
+pillow==10.4.0
+protobuf==5.28.2
+pyarrow==17.0.0
+pydeck==0.9.1
+Pygments==2.18.0
+python-dateutil==2.9.0.post0
+pytz==2024.2
+PyYAML==6.0.2
+referencing==0.35.1
+regex==2024.9.11
+requests==2.32.3
+rich==13.8.1
+rpds-py==0.20.0
+safetensors==0.4.5
+setuptools==75.1.0
+six==1.16.0
+smmap==5.0.1
+streamlit==1.38.0
+sympy==1.13.3
+tenacity==8.5.0
+tokenizers==0.20.0
+toml==0.10.2
+torch==2.4.1
+tornado==6.4.1
+tqdm==4.66.5
+transformers==4.45.1
+typing_extensions==4.12.2
+tzdata==2024.2
+urllib3==2.2.3