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+The SynthWomb or Synthia project leverages the Hugging Face Transformers library to interact with a pre-trained GPT-2 model. TensorFlow is employed for effective model management, and AutoTokenizer ensures efficient tokenization. The script allows users to interactively input prompts, generating text responses from the GPT-2 model. To enhance the user experience, unnecessary warning messages related to the transformers library are intelligently suppressed.
+
+Additionally, the project incorporates the DeepFace library in conjunction with OpenCV to extract gender information from input data, with the results of gender prediction being displayed. Furthermore, the SDXL-Turbo model is utilized for diverse image processing tasks. The project offers a straightforward command-line interface, enabling both Text-to-image and Image-to-image operations. Users can easily select an operation, input prompts, and witness the script dynamically generating and executing code snippets.
+
+This versatile Python codebase includes a Generative Adversarial Network (GAN) designed for the training and generation of AI art, adding an artistic dimension to the project's capabilities.
+
+
+
+
+## Requirements:
+
+
+
+```bash
+transformers==4.37.1
+torch==1.10.0
+torchvision==0.16.1
+torchaudio==2.1.1
+SpeechRecognition==3.10.1
+tensorflow==2.14.0
+numpy== 1.26.2
+matplotlib==3.8.2
+Pillow==10.1.0
+opencv-python==4.8.1.78
+deepface==0.0.81
+flask==3.0.0
+gtts==2.5.0
+pyaudio==0.2.14
+pydub==0.25.1
+beautifulsoup4==4.10.0
+SpeechRecognition==3.10.1
+```
+
+
+# How to Run
+
+```bash
+pip install -r requirements.txt
+```
+```bash
+pip install torch torchvision torchaudio
+```
+```bash
+python main.py
+```
+```bash
+python app.py
+```
+
+
+To make the setup script executable, run the following command in your terminal:
+
+```bash
+chmod +x setup.sh
+```
+
+
+
+