Caffe ( For computing image features using pretrained VGG19 model) Tensorflow (Model is trained using tensorflow) Keras; Python modules - numpy, pandas, matplotlib, scikit-image; OpenCV used for ...

The OVAM library includes code to optimize the tokens to improve the attention maps. Given an image generated with Stable Diffusion using the text a photograph of a cat in a park, we optimized a cat ...