I tried to build a ML Text to Image App with Stable Diffusion in 15 Minutes


[Miniconda Installer]

I commented out the following from requirements.txt:

Run the terminal commands from the Conda terminal:
conda install pytorch==1.12.0 torchvision==0.13.0 torchaudio==0.12.0 cudatoolkit=11.3 -c pytorch

py -m pip install –upgrade pip
pip install -r requirements.txt
pip install customtkinter diffusers transformers ftfy

python app.py


[ImageNet] is an image database organized according to the WordNet hierarchy (currently only the nouns), in which each node of the hierarchy is depicted by hundreds and thousands of images. The project has been instrumental in advancing computer vision and deep learning research. The data is available for free to researchers for non-commercial use.

TensorFlow Developer Certificate in 2022: Zero to Mastery

[TensorFlow Developer Certificate in 2022: Zero to Mastery]

[Github: TensorFlow-Deep-Learning]




[Docs: tf.constant]

[Docs: tf.Variable]

[Docs: tf.random]

[Docs: tf.random.shuffle]

[Docs: tf.size]

[Docs: tf.math]

[Docs: tf.linalg.matmul]

[Docs: tf.tensordot]

[Docs: tf.cast]

[Docs: tf.abs]

[Docs: tf.reduce_min]

[Docs: tfp.stats.variance]

[Docs: tfp.stats.stddev]