An Educational Project (step by step) to teach how to build a production-ready app for RAG application.

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

A feature-rich command-line audio/video downloader

Keras implementation of RetinaNet object detection.

Project of SJTU EE231: intel Deep Learning Based on Analytics Zoo

The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

Video Tutorial Series on Mask RCNN

A Smart, Automatic, Fast and Lightweight Web Scraper for Python

Implementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2

Sentiment Analysis (SA) is an ongoing field of research in text mining field. SA is the computational treatment of opinions, sentiments and subjectivity of text.

A Code-First Introduction to NLP course

Code to reproduce the simple sentiment analysis from my presentation

Determined: Deep Learning Training Platform

Fundamentals of Spark with Python (using PySpark), code examples

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

Integrate image and tabular data for deep learning

A simple, fully convolutional model for real-time instance segmentation.

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow