Discover Ugenteraan/NTU-RGB-Skeleton-Python Open Source project

Stars
20
Rank 1,121,974 (Top 23 %)
Language
Python
Created over 5 years ago
Updated over 5 years ago

Ugenteraan

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Read the skeleton files provided in NTU RGB skeleton dataset and draw the skeleton on the corresponding RGB video.

Deep_Hierarchical_Classification

PyTorch Implementation of Deep Hierarchical Classification for Category Prediction in E-commerce System

Python

ResNet-50-CBAM-PyTorch

Implementation of Resnet-50 with and without CBAM in PyTorch v1.8. Implementation tested on Intel Image Classification dataset from https://www.kaggle.com/puneet6060/intel-image-classification.

Python

Kalman-Filter-Scratch

Implementation of Kalman Filter from scratch with notes.

Jupyter Notebook

Attention-CNN-Visualization

Visualizing the filters of a traditional CNN and a CNN with an attention mechanism.

Python

Face-Recognition-Eigenface-Scratch

Face detection and recognition using Eigenfaces implemented with only NumPy and OpenCV

Jupyter Notebook

Chess-with-Python

A complete chess game with GUI using python and tkinter (Fully commented)

Python

Faster-RCNN-RPN

Region Proposal Network (RPN) of Faster R-CNN implementation in Python and Tensorflow 1.8 with explanations.

Jupyter Notebook

Multiple-Linear-Regression-Gradient-Descent-Scratch

Multiple Linear regression in Python using only Numpy. With Notes.

Jupyter Notebook

DeepCaps

PyTorch implementation of DeepCaps : Going Deeper with Capsule Networks. Original research paper : https://arxiv.org/abs/1904.09546.

Python

Convex-Polygon-Generator

A python script to generate convex polygons.

Python

Visualizing-CNN

Visualize the weights of the convolution filters and feature maps.

Jupyter Notebook

Multilayer-Perceptron-Scratch

Multilayer Perceptron from scratch using NumPy.

Jupyter Notebook

Multiple-Linear-Regression-Normal-Equation-Scratch

Multiple Linear Regression with Normal Equation using NumPy.

Jupyter Notebook

CapsNet-vs-CNN

Comparison between CNN and CapsNet

Python

Masked-AutoEncoder-PyTorch

Unofficial implementation of Masked AutoEncoder (MAE) using PyTorch without using any prebuilt transformer modules.

Python

Software-Design-Patterns

Notes and Python Implementation of some well-known software design patterns.

Python

Principal-Component-Analysis-Scratch

Principal Component Analysis algorithm from scratch using only NumPy with notes.

Jupyter Notebook

Sagemaker-TF-Flask

An example of tensorflow model to be deployed in Sagemaker with docker. Flask is used as web framework.

Jupyter Notebook

YOLOv1

Implementation of YOLO version 1 algorithm.

Jupyter Notebook

Vanilla-RNN-Tensorflow

Vanilla RNN for action recognition using tensorflow 1.8.0.

Jupyter Notebook

bdd_json_to_xml

Convert Berkeley Deep Drive's json formatted dataset to Pascal VOC XML annotation format.

Jupyter Notebook

Self-Driving-Car-CV-Module

Computer vision modules for self-driving car.

Python

gRPC-image-streaming

Stream image bytes to the server one row at a time!

Python

K-Means-Scratch

Image Segmentation using K-Means (K-Means from scratch)

Jupyter Notebook

Transfer-Learning---Tensorflow

Transfer learning using VGG-16 architecture. Tensorflow is used as the Deep Learning framework.

Python

Sagemaker-Training

Training a model with sagemaker using notebook instance.

Jupyter Notebook

LeJOS-in-EV3

Guide to installing LeJos in your ev3 lego mindstorm and running your first programs

LSTM-RNN-Tensorflow

Long Short-Term Memory RNN using tensorflow.

Jupyter Notebook

Vision-Transformer

Vision Transformer for classification.

Python

Jarvis-March-Algorithm

Jarvis' March or Gift Wrapping algorithm to calculate convex hull.

Python

ML-Performance_Metrics

Notes and example codes on performance metrics.

Jupyter Notebook

TF-Serving-MNIST

Serve an MNIST model with TF Serving.

Python

I-JEPA

PyTorch implementation of I-JEPA

Python

PyTorch-Distributed-Processing-MNIST

Distributed data parallel training in Pytorch using MNIST model as example.

Python

DFT-and-FFT-NumPy

Discrete Fourier Transform and Fast Fourier Transform implementation using only NumPy with notes of derivation.

Jupyter Notebook

CapsNet-MNIST-TF

Capsule network in Tensorflow for MNIST

Jupyter Notebook

tensorflow-docker

Dockerfile for Tensorflow 1.8 with CUDA 9.2 and CUDNN 7.1.4

Dockerfile

Performance-Comparison

Performance comparison between different methods used for a task.

Jupyter Notebook

Batch-Normalization-DIY

A manual calculation of batch normalization with Tensorflow and using Tensorflow's built-in module Batch Normalization.

Jupyter Notebook

CapsNet-PyTorch

Capsule Network with Dynamic Routing using PyTorch version 1.4

Jupyter Notebook

GPS-Location-to-Node.js-Server

Java

TensorflowNotes

Some basic notes on tensorflow

Jupyter Notebook

TFRecords-Notes

Notes on how to write image data to TFRecords and read a TFRecords file.

Jupyter Notebook

WiFi-Intruder-Detector

Just a simple python script to detect unknown devices in your network.

VGG-16-PyTorch1.5

rospy_example

Vision-Transformer-Classification-PyTorch

Implementation of ViT for classification.

Python

Transfer-Learning-PyTorch1.5

Python

ViT-with-Register

Experimentation setup to compare the performance of a plain Vanilla ViT and a Vanilla ViT with Registers as per https://arxiv.org/pdf/2309.16588v1.pdf

ugenteraan.github.io

Pythonhackathon

ugenteraan

hello-world

Hello World repository

Testing-CircleCi

CircleCi test

Python

aws-lambda-sqs

A function in lambda triggered by a data push to sqs.

Python

DRIVE-01

Using Android phone as the brain to control the EV3 Lego Mindstorm robot through a web application.

Java

YOLOv2-PyTorch

Implementation of YOLO Version 2 in Pytorch 1.4

Python

DRIVE-01-Local

Controlling the EV3 Lego Mindstorm (LeJos) through an Android App (Java.net.Socket)

Java

Ugenteraan/NTU-RGB-Skeleton-Python

Ugenteraan

Reviews

Repository Details

More Repositories