Spaces:
Runtime error
Runtime error
Dylan
commited on
Commit
Β·
98efca2
1
Parent(s):
e82b768
added initial files
Browse files- README.md +105 -1
- poetry.lock +0 -0
- pyproject.toml +23 -0
- requirements.txt +241 -0
README.md
CHANGED
|
@@ -10,4 +10,108 @@ pinned: false
|
|
| 10 |
short_description: App that gives funny descriptions of images
|
| 11 |
---
|
| 12 |
|
| 13 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 10 |
short_description: App that gives funny descriptions of images
|
| 11 |
---
|
| 12 |
|
| 13 |
+
# Fun Image Caption
|
| 14 |
+
|
| 15 |
+
A delightful app that captions your images through the voice of unique characters. Built with Gradio, LangGraph, and Hugging Face models.
|
| 16 |
+
|
| 17 |
+
## Description
|
| 18 |
+
|
| 19 |
+
This project creates an interactive AI application that captions and describes images in entertaining character voices. It combines modern vision-language models with a user-friendly interface to make image descriptions more engaging and fun.
|
| 20 |
+
|
| 21 |
+
## Features
|
| 22 |
+
|
| 23 |
+
- Upload any image for captioning
|
| 24 |
+
- Choose from multiple voice personas:
|
| 25 |
+
- Scurvy-ridden pirate
|
| 26 |
+
- Forgetful wizard
|
| 27 |
+
- Sarcastic teenager
|
| 28 |
+
- Two-step LangGraph workflow:
|
| 29 |
+
- Image captioning with vision-language model
|
| 30 |
+
- Creative voice-based description
|
| 31 |
+
- Built on efficient 4-bit quantized models for ZeroGPU environments
|
| 32 |
+
|
| 33 |
+
## Useful Poetry Commands
|
| 34 |
+
|
| 35 |
+
- Show all installed packages: `poetry show`
|
| 36 |
+
- Show detailed info about a specific package: `poetry show <package>`
|
| 37 |
+
- Show package location and details: `poetry show -v <package>`
|
| 38 |
+
- List virtual environments: `poetry env list`
|
| 39 |
+
- Show current environment info: `poetry env info`
|
| 40 |
+
- Export dependencies to requirements.txt: `uv pip compile pyproject.toml -o requirements.txt`
|
| 41 |
+
|
| 42 |
+
## Requirements
|
| 43 |
+
|
| 44 |
+
- Python 3.10+
|
| 45 |
+
- Poetry (Python package manager)
|
| 46 |
+
- Git
|
| 47 |
+
- CUDA-compatible GPU
|
| 48 |
+
|
| 49 |
+
## Installation
|
| 50 |
+
|
| 51 |
+
1. Install Poetry if you haven't already:
|
| 52 |
+
```bash
|
| 53 |
+
curl -sSL https://install.python-poetry.org | python3 -
|
| 54 |
+
```
|
| 55 |
+
|
| 56 |
+
2. Clone the repository:
|
| 57 |
+
```bash
|
| 58 |
+
git clone https://github.com/yourusername/fun-image-caption.git
|
| 59 |
+
cd fun-image-caption
|
| 60 |
+
```
|
| 61 |
+
|
| 62 |
+
3. Create and activate a new Poetry environment:
|
| 63 |
+
```bash
|
| 64 |
+
poetry env use python3.10
|
| 65 |
+
poetry shell
|
| 66 |
+
```
|
| 67 |
+
|
| 68 |
+
4. Install dependencies:
|
| 69 |
+
```bash
|
| 70 |
+
poetry install
|
| 71 |
+
```
|
| 72 |
+
|
| 73 |
+
5. Verify installation:
|
| 74 |
+
```bash
|
| 75 |
+
poetry show
|
| 76 |
+
```
|
| 77 |
+
|
| 78 |
+
## Key Dependencies
|
| 79 |
+
|
| 80 |
+
- accelerate==1.2.1: Framework for efficient model deployment
|
| 81 |
+
- bitsandbytes==0.41.3.post2: Quantization library for model optimization
|
| 82 |
+
- torch==2.4.0: PyTorch for ML operations
|
| 83 |
+
- transformers==4.49.0: Hugging Face transformers library
|
| 84 |
+
- gradio: Web interface framework
|
| 85 |
+
- langgraph: Workflow orchestration for language model pipelines
|
| 86 |
+
- pillow: Python Imaging Library
|
| 87 |
+
|
| 88 |
+
## Usage
|
| 89 |
+
|
| 90 |
+
1. Run the application:
|
| 91 |
+
```bash
|
| 92 |
+
python app.py
|
| 93 |
+
```
|
| 94 |
+
|
| 95 |
+
2. Open your browser and navigate to the provided URL (typically http://127.0.0.1:7860)
|
| 96 |
+
|
| 97 |
+
3. Upload an image using the interface
|
| 98 |
+
|
| 99 |
+
4. Select a voice persona from the dropdown menu
|
| 100 |
+
|
| 101 |
+
5. Click "Generate Description" to see the results
|
| 102 |
+
|
| 103 |
+
6. Enjoy your image description in the selected character voice!
|
| 104 |
+
|
| 105 |
+
## Models
|
| 106 |
+
|
| 107 |
+
The application uses the following models:
|
| 108 |
+
- Image Captioning: google/gemma-3-12b-vision (4-bit quantized)
|
| 109 |
+
- Voice Description: google/gemma-3-12b (4-bit quantized)
|
| 110 |
+
|
| 111 |
+
## Author
|
| 112 |
+
|
| 113 |
+
[Your name and contact information]
|
| 114 |
+
|
| 115 |
+
## License
|
| 116 |
+
|
| 117 |
+
[License information to be added]
|
poetry.lock
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
pyproject.toml
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[project]
|
| 2 |
+
name = "fun-image-caption"
|
| 3 |
+
version = "0.1.0"
|
| 4 |
+
description = "This Gradio app processes images and provides descriptions in different voice personas using a LangGraph workflow."
|
| 5 |
+
authors = [
|
| 6 |
+
{name = "Dylan",email = "[email protected]"}
|
| 7 |
+
]
|
| 8 |
+
readme = "README.md"
|
| 9 |
+
requires-python = "==3.10.13"
|
| 10 |
+
dependencies = [
|
| 11 |
+
"langgraph (>=0.3.18,<0.4.0)",
|
| 12 |
+
"pillow (>=11.1.0,<12.0.0)",
|
| 13 |
+
"gradio (>=5.22.0,<6.0.0)",
|
| 14 |
+
"transformers (==4.49.0)",
|
| 15 |
+
"torch (==2.4.0)",
|
| 16 |
+
"bitsandbytes (~=0.41.3)",
|
| 17 |
+
"accelerate (==1.2.1)",
|
| 18 |
+
]
|
| 19 |
+
|
| 20 |
+
|
| 21 |
+
[build-system]
|
| 22 |
+
requires = ["poetry-core>=2.0.0,<3.0.0"]
|
| 23 |
+
build-backend = "poetry.core.masonry.api"
|
requirements.txt
ADDED
|
@@ -0,0 +1,241 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# This file was autogenerated by uv via the following command:
|
| 2 |
+
# uv pip compile pyproject.toml -o requirements.txt
|
| 3 |
+
accelerate==1.2.1
|
| 4 |
+
# via fun-image-caption (pyproject.toml)
|
| 5 |
+
aiofiles==23.2.1
|
| 6 |
+
# via gradio
|
| 7 |
+
annotated-types==0.7.0
|
| 8 |
+
# via pydantic
|
| 9 |
+
anyio==4.9.0
|
| 10 |
+
# via
|
| 11 |
+
# gradio
|
| 12 |
+
# httpx
|
| 13 |
+
# starlette
|
| 14 |
+
bitsandbytes==0.41.3.post2
|
| 15 |
+
# via fun-image-caption (pyproject.toml)
|
| 16 |
+
certifi==2025.1.31
|
| 17 |
+
# via
|
| 18 |
+
# httpcore
|
| 19 |
+
# httpx
|
| 20 |
+
# requests
|
| 21 |
+
charset-normalizer==3.4.1
|
| 22 |
+
# via requests
|
| 23 |
+
click==8.1.8
|
| 24 |
+
# via
|
| 25 |
+
# typer
|
| 26 |
+
# uvicorn
|
| 27 |
+
exceptiongroup==1.2.2
|
| 28 |
+
# via anyio
|
| 29 |
+
fastapi==0.115.11
|
| 30 |
+
# via gradio
|
| 31 |
+
ffmpy==0.5.0
|
| 32 |
+
# via gradio
|
| 33 |
+
filelock==3.18.0
|
| 34 |
+
# via
|
| 35 |
+
# huggingface-hub
|
| 36 |
+
# torch
|
| 37 |
+
# transformers
|
| 38 |
+
fsspec==2025.3.0
|
| 39 |
+
# via
|
| 40 |
+
# gradio-client
|
| 41 |
+
# huggingface-hub
|
| 42 |
+
# torch
|
| 43 |
+
gradio==5.22.0
|
| 44 |
+
# via fun-image-caption (pyproject.toml)
|
| 45 |
+
gradio-client==1.8.0
|
| 46 |
+
# via gradio
|
| 47 |
+
groovy==0.1.2
|
| 48 |
+
# via gradio
|
| 49 |
+
h11==0.14.0
|
| 50 |
+
# via
|
| 51 |
+
# httpcore
|
| 52 |
+
# uvicorn
|
| 53 |
+
httpcore==1.0.7
|
| 54 |
+
# via httpx
|
| 55 |
+
httpx==0.28.1
|
| 56 |
+
# via
|
| 57 |
+
# gradio
|
| 58 |
+
# gradio-client
|
| 59 |
+
# langgraph-sdk
|
| 60 |
+
# langsmith
|
| 61 |
+
# safehttpx
|
| 62 |
+
huggingface-hub==0.29.3
|
| 63 |
+
# via
|
| 64 |
+
# accelerate
|
| 65 |
+
# gradio
|
| 66 |
+
# gradio-client
|
| 67 |
+
# tokenizers
|
| 68 |
+
# transformers
|
| 69 |
+
idna==3.10
|
| 70 |
+
# via
|
| 71 |
+
# anyio
|
| 72 |
+
# httpx
|
| 73 |
+
# requests
|
| 74 |
+
jinja2==3.1.6
|
| 75 |
+
# via
|
| 76 |
+
# gradio
|
| 77 |
+
# torch
|
| 78 |
+
jsonpatch==1.33
|
| 79 |
+
# via langchain-core
|
| 80 |
+
jsonpointer==3.0.0
|
| 81 |
+
# via jsonpatch
|
| 82 |
+
langchain-core==0.3.47
|
| 83 |
+
# via
|
| 84 |
+
# langgraph
|
| 85 |
+
# langgraph-checkpoint
|
| 86 |
+
# langgraph-prebuilt
|
| 87 |
+
langgraph==0.3.18
|
| 88 |
+
# via fun-image-caption (pyproject.toml)
|
| 89 |
+
langgraph-checkpoint==2.0.21
|
| 90 |
+
# via
|
| 91 |
+
# langgraph
|
| 92 |
+
# langgraph-prebuilt
|
| 93 |
+
langgraph-prebuilt==0.1.4
|
| 94 |
+
# via langgraph
|
| 95 |
+
langgraph-sdk==0.1.58
|
| 96 |
+
# via langgraph
|
| 97 |
+
langsmith==0.3.18
|
| 98 |
+
# via langchain-core
|
| 99 |
+
markdown-it-py==3.0.0
|
| 100 |
+
# via rich
|
| 101 |
+
markupsafe==3.0.2
|
| 102 |
+
# via
|
| 103 |
+
# gradio
|
| 104 |
+
# jinja2
|
| 105 |
+
mdurl==0.1.2
|
| 106 |
+
# via markdown-it-py
|
| 107 |
+
mpmath==1.3.0
|
| 108 |
+
# via sympy
|
| 109 |
+
msgpack==1.1.0
|
| 110 |
+
# via langgraph-checkpoint
|
| 111 |
+
networkx==3.4.2
|
| 112 |
+
# via torch
|
| 113 |
+
numpy==2.2.4
|
| 114 |
+
# via
|
| 115 |
+
# accelerate
|
| 116 |
+
# gradio
|
| 117 |
+
# pandas
|
| 118 |
+
# transformers
|
| 119 |
+
orjson==3.10.15
|
| 120 |
+
# via
|
| 121 |
+
# gradio
|
| 122 |
+
# langgraph-sdk
|
| 123 |
+
# langsmith
|
| 124 |
+
packaging==24.2
|
| 125 |
+
# via
|
| 126 |
+
# accelerate
|
| 127 |
+
# gradio
|
| 128 |
+
# gradio-client
|
| 129 |
+
# huggingface-hub
|
| 130 |
+
# langchain-core
|
| 131 |
+
# langsmith
|
| 132 |
+
# transformers
|
| 133 |
+
pandas==2.2.3
|
| 134 |
+
# via gradio
|
| 135 |
+
pillow==11.1.0
|
| 136 |
+
# via
|
| 137 |
+
# fun-image-caption (pyproject.toml)
|
| 138 |
+
# gradio
|
| 139 |
+
psutil==7.0.0
|
| 140 |
+
# via accelerate
|
| 141 |
+
pydantic==2.10.6
|
| 142 |
+
# via
|
| 143 |
+
# fastapi
|
| 144 |
+
# gradio
|
| 145 |
+
# langchain-core
|
| 146 |
+
# langsmith
|
| 147 |
+
pydantic-core==2.27.2
|
| 148 |
+
# via pydantic
|
| 149 |
+
pydub==0.25.1
|
| 150 |
+
# via gradio
|
| 151 |
+
pygments==2.19.1
|
| 152 |
+
# via rich
|
| 153 |
+
python-dateutil==2.9.0.post0
|
| 154 |
+
# via pandas
|
| 155 |
+
python-multipart==0.0.20
|
| 156 |
+
# via gradio
|
| 157 |
+
pytz==2025.1
|
| 158 |
+
# via pandas
|
| 159 |
+
pyyaml==6.0.2
|
| 160 |
+
# via
|
| 161 |
+
# accelerate
|
| 162 |
+
# gradio
|
| 163 |
+
# huggingface-hub
|
| 164 |
+
# langchain-core
|
| 165 |
+
# transformers
|
| 166 |
+
regex==2024.11.6
|
| 167 |
+
# via transformers
|
| 168 |
+
requests==2.32.3
|
| 169 |
+
# via
|
| 170 |
+
# huggingface-hub
|
| 171 |
+
# langsmith
|
| 172 |
+
# requests-toolbelt
|
| 173 |
+
# transformers
|
| 174 |
+
requests-toolbelt==1.0.0
|
| 175 |
+
# via langsmith
|
| 176 |
+
rich==13.9.4
|
| 177 |
+
# via typer
|
| 178 |
+
ruff==0.11.2
|
| 179 |
+
# via gradio
|
| 180 |
+
safehttpx==0.1.6
|
| 181 |
+
# via gradio
|
| 182 |
+
safetensors==0.5.3
|
| 183 |
+
# via
|
| 184 |
+
# accelerate
|
| 185 |
+
# transformers
|
| 186 |
+
semantic-version==2.10.0
|
| 187 |
+
# via gradio
|
| 188 |
+
shellingham==1.5.4
|
| 189 |
+
# via typer
|
| 190 |
+
six==1.17.0
|
| 191 |
+
# via python-dateutil
|
| 192 |
+
sniffio==1.3.1
|
| 193 |
+
# via anyio
|
| 194 |
+
starlette==0.46.1
|
| 195 |
+
# via
|
| 196 |
+
# fastapi
|
| 197 |
+
# gradio
|
| 198 |
+
sympy==1.13.3
|
| 199 |
+
# via torch
|
| 200 |
+
tenacity==9.0.0
|
| 201 |
+
# via langchain-core
|
| 202 |
+
tokenizers==0.21.1
|
| 203 |
+
# via transformers
|
| 204 |
+
tomlkit==0.13.2
|
| 205 |
+
# via gradio
|
| 206 |
+
torch==2.4.0
|
| 207 |
+
# via
|
| 208 |
+
# fun-image-caption (pyproject.toml)
|
| 209 |
+
# accelerate
|
| 210 |
+
tqdm==4.67.1
|
| 211 |
+
# via
|
| 212 |
+
# huggingface-hub
|
| 213 |
+
# transformers
|
| 214 |
+
transformers==4.49.0
|
| 215 |
+
# via fun-image-caption (pyproject.toml)
|
| 216 |
+
typer==0.15.2
|
| 217 |
+
# via gradio
|
| 218 |
+
typing-extensions==4.12.2
|
| 219 |
+
# via
|
| 220 |
+
# anyio
|
| 221 |
+
# fastapi
|
| 222 |
+
# gradio
|
| 223 |
+
# gradio-client
|
| 224 |
+
# huggingface-hub
|
| 225 |
+
# langchain-core
|
| 226 |
+
# pydantic
|
| 227 |
+
# pydantic-core
|
| 228 |
+
# rich
|
| 229 |
+
# torch
|
| 230 |
+
# typer
|
| 231 |
+
# uvicorn
|
| 232 |
+
tzdata==2025.2
|
| 233 |
+
# via pandas
|
| 234 |
+
urllib3==2.3.0
|
| 235 |
+
# via requests
|
| 236 |
+
uvicorn==0.34.0
|
| 237 |
+
# via gradio
|
| 238 |
+
websockets==15.0.1
|
| 239 |
+
# via gradio-client
|
| 240 |
+
zstandard==0.23.0
|
| 241 |
+
# via langsmith
|