luogen1996's Projects
AdamW optimizer for Keras
4D Convolution Operator for TensorFlow
记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文
Convolutional Neural Networks
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
End-to-End Object Detection with Transformers
Multi-process data generators for the kaggle google doodle recognition competition.
A basic ensemble method for object detection. Given bounding boxes from multiple object detectors, output a single cohesive set of bounding boxes.
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Focal and Global Knowledge Distillation for Detectors (CVPR 2022)
Inferring and Executing Programs for Visual Reasoning
pytorch Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.
Pytorch implementation of the image transformer for unconditional image generation
Keras community contributions
Keras library for building (Universal) Transformers, facilitating BERT and GPT models
A Keras implementation of YOLOv3 (Tensorflow backend)
[NeurIPS 2023] Official implementations of "Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models"
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
LLaVA-HR: High-Resolution Large Language-Vision Assistant
Lightweight Transformer for Multi-modal Tasks
Mask R-CNN
MAttNet: Modular Attention Network for Referring Expression Comprehension
Deep Modular Co-Attention Networks for Visual Question Answering