by Zainul Abideen | Jul 7, 2025
Introduction to OpenNMT-py OpenNMT-py is a powerful open-source framework designed for neural machine translation (NMT) and natural language processing (NLP) tasks. Built on top of PyTorch, it provides a flexible and efficient platform for developing state-of-the-art...
by Zainul Abideen | Jul 7, 2025
Introduction to OPUS-MT-train The OPUS-MT-train project is designed to facilitate the generation of synthetic training data through back-translation. By utilizing monolingual data extracted from various Wikimedia sources, this tool enables developers and researchers...
by Zainul Abideen | Jul 7, 2025
Introduction to mmtracking The mmtracking project is an advanced open-source framework designed for video object detection (VID). It addresses the challenges posed by fast motion in video frames, which often leads to appearance degradation. By leveraging a novel...
by Zainul Abideen | Jul 7, 2025
Visualizing Beam Search in Sockeye: A Deep Dive into JavaScript Graphs In the realm of neural machine translation, understanding the intricacies of beam search can significantly enhance the performance and interpretability of models. The Sockeye project, developed by...
by Zainul Abideen | Jul 7, 2025
Introduction to SentencePiece SentencePiece is a powerful text processing tool developed by Google, designed to facilitate the segmentation of text into subword units. This is particularly useful in natural language processing (NLP) tasks where handling...
