GitHub

State-of-the-art Machine Learning for the Web

Run 🤗 Transformers directly in your browser, with no need for a server! Transformers.js is designed to be functionally equivalent to Hugging Face's transformers python library, meaning you can run ...
GitHub

Robotics Transformer

Film efficient net based image tokenizer backbone Token learner based compression of input tokens Transformer for end to end robotic control Testing utilities ...
IEEE

CLFormer: A Lightweight Transformer Based on Convolutional Embedding and Linear Self-Attention With Strong Robustness for Bearing Fault Diagnosis Under Limited Sample Conditions

Abstract: As a rising star in the field of deep learning, the Transformers have achieved remarkable achievements in numerous tasks. Nonetheless, due to the safety considerations, complex environment, ...
IEEE

CMTFNet: CNN and Multiscale Transformer Fusion Network for Remote-Sensing Image Semantic Segmentation

Abstract: Convolutional neural networks (CNNs) are powerful in extracting local information but lack the ability to model long-range dependencies. In contrast, the transformer relies on multihead self ...