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Abstract: Recently, generative adversarial networks (GAN) have made remarkable progress, particularly with the advent of Contrastive Language-Image Pretraining (CLIP), which take image and text into a ...

This is a dependency free implementation of well known CLIP by OpenAI, thanks to the great work in GGML. You can use it to work with CLIP models from both OpenAI and LAION in Transformers format. clip ...

Anomaly detection (AD) identifies outliers for applications like defect and lesion detection. While CLIP shows promise for zero-shot AD tasks due to its strong generalization capabilities, its ...

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