Ugenteraan Manogaran's Projects
Implementation of Kalman Filter from scratch with notes.
Guide to installing LeJos in your ev3 lego mindstorm and running your first programs
Long Short-Term Memory RNN using tensorflow.
Notes and example codes on performance metrics.
Coding exercise for Krenovator competition participants
Multilayer Perceptron from scratch using NumPy.
Multiple Linear regression in Python using only Numpy. With Notes.
Multiple Linear Regression with Normal Equation using NumPy.
Implementation of Naive Bayes Classifiers without Libraries
Read the skeleton files provided in NTU RGB skeleton dataset and draw the skeleton on the corresponding RGB video.
Info and sample codes for "NTU RGB+D Action Recognition Dataset"
Performance comparison between different methods used for a task.
Principal Component Analysis algorithm from scratch using only NumPy with notes.
Reference Material
Distributed data parallel training in Pytorch using MNIST model as example.
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.
For own use.
Asus USB N13 C1 Wifi device with RTL8192FU/RTL8725AU - 5.1.x kernel support
An example of tensorflow model to be deployed in Sagemaker with docker. Flask is used as web framework.
Training a model with sagemaker using notebook instance.
Computer vision modules for self-driving car.
Notes and Python Implementation of some well-known software design patterns.
Dockerfile for Tensorflow 1.8 with CUDA 9.2 and CUDNN 7.1.4
Some basic notes on tensorflow
CircleCi test
Serve an MNIST model with TF Serving.
Notes on how to write image data to TFRecords and read a TFRecords file.
Transfer learning using VGG-16 architecture. Tensorflow is used as the Deep Learning framework.
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