Ugenteraan Manogaran's repositories
NTU-RGB-Skeleton-Python
Read the skeleton files provided in NTU RGB skeleton dataset and draw the skeleton on the corresponding RGB video.
Kalman-Filter-Scratch
Implementation of Kalman Filter from scratch with notes.
Chess-with-Python
A complete chess game with GUI using python and tkinter (Fully commented)
Face-Recognition-Eigenface-Scratch
Face detection and recognition using Eigenfaces implemented with only NumPy and OpenCV
Faster-RCNN-RPN
Region Proposal Network (RPN) of Faster R-CNN implementation in Python and Tensorflow 1.8 with explanations.
Multiple-Linear-Regression-Gradient-Descent-Scratch
Multiple Linear regression in Python using only Numpy. With Notes.
Convex-Polygon-Generator
A python script to generate convex polygons.
Multiple-Linear-Regression-Normal-Equation-Scratch
Multiple Linear Regression with Normal Equation using NumPy.
Principal-Component-Analysis-Scratch
Principal Component Analysis algorithm from scratch using only NumPy with notes.
Visualizing-CNN
Visualize the weights of the convolution filters and feature maps.
Sagemaker-TF-Flask
An example of tensorflow model to be deployed in Sagemaker with docker. Flask is used as web framework.
Vanilla-RNN-Tensorflow
Vanilla RNN for action recognition using tensorflow 1.8.0.
Batch-Normalization-DIY
A manual calculation of batch normalization with Tensorflow and using Tensorflow's built-in module Batch Normalization.
CapsNet-MNIST-TF
Capsule network in Tensorflow for MNIST
Jarvis-March-Algorithm
Jarvis' March or Gift Wrapping algorithm to calculate convex hull.
K-Means-Scratch
Image Segmentation using K-Means (K-Means from scratch)
LSTM-RNN-Tensorflow
Long Short-Term Memory RNN using tensorflow.
ML-Performance_Metrics
Notes and example codes on performance metrics.
Performance-Comparison
Performance comparison between different methods used for a task.
Sagemaker-Training
Training a model with sagemaker using notebook instance.
tensorflow-docker
Dockerfile for Tensorflow 1.8 with CUDA 9.2 and CUDNN 7.1.4
TF-Serving-MNIST
Serve an MNIST model with TF Serving.
aws-lambda-sqs
A function in lambda triggered by a data push to sqs.
CapsNet-PyTorch
Capsule Network with Dynamic Routing using PyTorch version 1.4
TensorflowNotes
Some basic notes on tensorflow
TFRecords-Notes
Notes on how to write image data to TFRecords and read a TFRecords file.
YOLOv2-PyTorch
Implementation of YOLO Version 2 in Pytorch 1.4
rtl8192fu
Asus USB N13 C1 Wifi device with RTL8192FU/RTL8725AU - 5.1.x kernel support