Osculari
Osculari (ōsculārī; Latin; to embrace, kiss) is a Python package providing an easy interface for different psychophysical techniques to explore and interpret the internal presentation of artificial neural networks.
- Supporting the following pretrained models:
All classification and segmentation networks from PyTorch’s official website.
All OpenAI CLIP language-vision models.
All Taskonomy networks.
Managing convolution and transformer architectures.
Allowing to readout the network at any given depth.
Training a linear classifier on top of the extract features from any network/layer.
Experimenting with 2AFC and 4AFC paradigms.