Discover @KaihuaTang Open Source projects

Kaihua Tang (@KaihuaTang)

KaihuaTang

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Scene-Graph-Benchmark.pytorch

A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiased Scene Graph Generation from Biased Training CVPR 2020”

Jupyter Notebook

Long-Tailed-Recognition.pytorch

[NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation (LVIS). It is also a PyTorch implementation of the NeurIPS 2020 paper 'Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect'.

Jupyter Notebook

VQA2.0-Recent-Approachs-2018.pytorch

A pytroch reimplementation of "Bilinear Attention Network", "Intra- and Inter-modality Attention", "Learning Conditioned Graph Structures", "Learning to count object", "Bottom-up top-down" for Visual Question Answering 2.0

ResNet50-Pytorch-Face-Recognition

Using Pytorch to implement a ResNet50 for Cross-Age Face Recognition

VCTree-Scene-Graph-Generation

Code for the Scene Graph Generation part of CVPR 2019 oral paper: "Learning to Compose Dynamic Tree Structures for Visual Contexts"

Generalized-Long-Tailed-Benchmarks.pytorch

[ECCV 2022] A generalized long-tailed challenge that incorporates both the conventional class-wise imbalance and the overlooked attribute-wise imbalance within each class. The proposed IFL together with other baselines are also included.

Jupyter Notebook

GGNN-for-bAbI-dataset.pytorch.1.0

A Complete PyTorch 1.0 Implementation of Gated Graph Sequence Neural Networks (GGNN)

ResNet50-Tensorflow-Face-Recognition

Using Tensorflow to implement a ResNet50 for Cross-Age Face Recognition

VCTree-Visual-Question-Answering

Code for the Visual Question Answering (VQA) part of CVPR 2019 oral paper: "Learning to Compose Dynamic Tree Structures for Visual Contexts"

Local-Disco-Diffusion-v5.2.jupyterNote

A custom Disco Diffusion v5.2 that runs on local GPUS.

Jupyter Notebook

CiiV-Adversarial-Robustness.pytorch

The official PyTorch Implementation of the Paper "Adversarial Visual Robustness by Causal Intervention"

Jupyter Notebook

LVIS-for-mmdetection

support Large Vocabulary Instance Segmentation (LVIS) dataset for mmdetection

Kinetics-Data-Preprocessing

An instruction to 1) download the Kinetics-400/Kinetics-600, 2) resize the videos, and 3) prepare annotations.

Qwen-Tokenizer-Pruner

Due to the huge vocaburary size (151,936) of Qwen models, the Embedding and LM Head weights are excessively heavy. Therefore, this project provides a Tokenizer vocabulary shearing solution for Qwen and Qwen-VL.

Describe-and-Guess-GAME-Using-GPT-3

A simple demo of how to use GPT-3 to play Describe-and-Guess in the specified topic and question type.

kai-blog

faster-rcnn.pytorch

Minimalist-TinyLLaMA-to-Onnx

Export TinyLLaMA to Onnx and Conduct LLM inference using onnxruntime

Quick-Draw-Multimodal-Recognition

The Course Project of CE7454 (Team 13)

Jupyter Notebook