Ugenteraan Manogaran (@Ugenteraan)
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Ugenteraan

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Top repositories

1

Deep_Hierarchical_Classification

PyTorch Implementation of Deep Hierarchical Classification for Category Prediction in E-commerce System
Python
84
star
2

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
77
star
3

NTU-RGB-Skeleton-Python

Read the skeleton files provided in NTU RGB skeleton dataset and draw the skeleton on the corresponding RGB video.
Python
20
star
4

Kalman-Filter-Scratch

Implementation of Kalman Filter from scratch with notes.
Jupyter Notebook
17
star
5

Attention-CNN-Visualization

Visualizing the filters of a traditional CNN and a CNN with an attention mechanism.
Python
15
star
6

Face-Recognition-Eigenface-Scratch

Face detection and recognition using Eigenfaces implemented with only NumPy and OpenCV
Jupyter Notebook
9
star
7

Chess-with-Python

A complete chess game with GUI using python and tkinter (Fully commented)
Python
9
star
8

Faster-RCNN-RPN

Region Proposal Network (RPN) of Faster R-CNN implementation in Python and Tensorflow 1.8 with explanations.
Jupyter Notebook
9
star
9

Multiple-Linear-Regression-Gradient-Descent-Scratch

Multiple Linear regression in Python using only Numpy. With Notes.
Jupyter Notebook
7
star
10

DeepCaps

PyTorch implementation of DeepCaps : Going Deeper with Capsule Networks. Original research paper : https://arxiv.org/abs/1904.09546.
Python
7
star
11

Convex-Polygon-Generator

A python script to generate convex polygons.
Python
6
star
12

Visualizing-CNN

Visualize the weights of the convolution filters and feature maps.
Jupyter Notebook
4
star
13

Multilayer-Perceptron-Scratch

Multilayer Perceptron from scratch using NumPy.
Jupyter Notebook
4
star
14

Multiple-Linear-Regression-Normal-Equation-Scratch

Multiple Linear Regression with Normal Equation using NumPy.
Jupyter Notebook
4
star
15

CapsNet-vs-CNN

Comparison between CNN and CapsNet
Python
4
star
16

Masked-AutoEncoder-PyTorch

Unofficial implementation of Masked AutoEncoder (MAE) using PyTorch without using any prebuilt transformer modules.
Python
4
star
17

Software-Design-Patterns

Notes and Python Implementation of some well-known software design patterns.
Python
4
star
18

Principal-Component-Analysis-Scratch

Principal Component Analysis algorithm from scratch using only NumPy with notes.
Jupyter Notebook
4
star
19

Sagemaker-TF-Flask

An example of tensorflow model to be deployed in Sagemaker with docker. Flask is used as web framework.
Jupyter Notebook
3
star
20

YOLOv1

Implementation of YOLO version 1 algorithm.
Jupyter Notebook
3
star
21

Vanilla-RNN-Tensorflow

Vanilla RNN for action recognition using tensorflow 1.8.0.
Jupyter Notebook
3
star
22

bdd_json_to_xml

Convert Berkeley Deep Drive's json formatted dataset to Pascal VOC XML annotation format.
Jupyter Notebook
3
star
23

Self-Driving-Car-CV-Module

Computer vision modules for self-driving car.
Python
3
star
24

gRPC-image-streaming

Stream image bytes to the server one row at a time!
Python
3
star
25

K-Means-Scratch

Image Segmentation using K-Means (K-Means from scratch)
Jupyter Notebook
2
star
26

Transfer-Learning---Tensorflow

Transfer learning using VGG-16 architecture. Tensorflow is used as the Deep Learning framework.
Python
2
star
27

Sagemaker-Training

Training a model with sagemaker using notebook instance.
Jupyter Notebook
2
star
28

LeJOS-in-EV3

Guide to installing LeJos in your ev3 lego mindstorm and running your first programs
2
star
29

LSTM-RNN-Tensorflow

Long Short-Term Memory RNN using tensorflow.
Jupyter Notebook
2
star
30

Vision-Transformer

Vision Transformer for classification.
Python
2
star
31

Jarvis-March-Algorithm

Jarvis' March or Gift Wrapping algorithm to calculate convex hull.
Python
2
star
32

ML-Performance_Metrics

Notes and example codes on performance metrics.
Jupyter Notebook
2
star
33

TF-Serving-MNIST

Serve an MNIST model with TF Serving.
Python
2
star
34

I-JEPA

PyTorch implementation of I-JEPA
Python
2
star
35

PyTorch-Distributed-Processing-MNIST

Distributed data parallel training in Pytorch using MNIST model as example.
Python
2
star
36

DFT-and-FFT-NumPy

Discrete Fourier Transform and Fast Fourier Transform implementation using only NumPy with notes of derivation.
Jupyter Notebook
2
star
37

CapsNet-MNIST-TF

Capsule network in Tensorflow for MNIST
Jupyter Notebook
2
star
38

tensorflow-docker

Dockerfile for Tensorflow 1.8 with CUDA 9.2 and CUDNN 7.1.4
Dockerfile
2
star
39

Performance-Comparison

Performance comparison between different methods used for a task.
Jupyter Notebook
2
star
40

Batch-Normalization-DIY

A manual calculation of batch normalization with Tensorflow and using Tensorflow's built-in module Batch Normalization.
Jupyter Notebook
2
star
41

CapsNet-PyTorch

Capsule Network with Dynamic Routing using PyTorch version 1.4
Jupyter Notebook
1
star
42

GPS-Location-to-Node.js-Server

Java
1
star
43

TensorflowNotes

Some basic notes on tensorflow
Jupyter Notebook
1
star
44

TFRecords-Notes

Notes on how to write image data to TFRecords and read a TFRecords file.
Jupyter Notebook
1
star
45

WiFi-Intruder-Detector

Just a simple python script to detect unknown devices in your network.
Python
1
star
46

VGG-16-PyTorch1.5

Python
1
star
47

rospy_example

For own use.
Python
1
star
48

Vision-Transformer-Classification-PyTorch

Implementation of ViT for classification.
Python
1
star
49

Transfer-Learning-PyTorch1.5

Python
1
star
50

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
Python
1
star
51

ugenteraan.github.io

Online Resume
JavaScript
1
star
52

Pythonhackathon

Reference Material
Python
1
star
53

ugenteraan

My Profile
1
star
54

hello-world

Hello World repository
1
star
55

Testing-CircleCi

CircleCi test
Python
1
star
56

aws-lambda-sqs

A function in lambda triggered by a data push to sqs.
Python
1
star
57

DRIVE-01

Using Android phone as the brain to control the EV3 Lego Mindstorm robot through a web application.
Java
1
star
58

YOLOv2-PyTorch

Implementation of YOLO Version 2 in Pytorch 1.4
Python
1
star
59

DRIVE-01-Local

Controlling the EV3 Lego Mindstorm (LeJos) through an Android App (Java.net.Socket)
Java
1
star