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action-recognition

Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.

adgan

The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN"

aiap_tech_test

aiap tech test, 5 questions only need to do 2.

basic-eda-micro-project-2

This is done after 1 week of basic Data Science EDA training involves Pandas, in GA

basic-python-micro-project-1

A micro project is done after 1 week training on basic python programming in GA.

basic-web-scrapping-codes

Attempted a simple web scrap on job posting website using Selenium and Beautifulsoup

capstone-project

cloth-recognition-version2

cloth recognition version 2: This is my 2nd attempt on this topic.

clothes-recognition

Clothes recognition: Just for fun.

deep-high-resolution-net.pytorch

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

deep_learning_regression-classification_keras

Try to do Regression via Deep_Learning, using Keras. Since so much hypes on deep learning. Deep learning on regression might be overkill. Let's do this.

face-detection-and-id

Face Detection and ID of the Avengers

face-recognition

Deep face recognition with Keras, Dlib and OpenCV

flask_deployment

Learning deployment via flask. Here are my notes. Then finally the actual webapp to my models.

ft-and-tf

Fine tuning and Pre-train codes

hrnet-facial-landmark-detection

This is an official implementation of facial landmark detection for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919

image-classification-keras-13-classes-funiture-project-7

Try classify 13 classes of furniture via Keras CNN

image-classification-keras-cats-dogs-project-6

Capstone project. Image classification using Keras

image-classification-keras-vgg16-cnn-project-8

Try Transfer learning fro VGG16 + 13 classes funitures

instance-segmentation-maskrcnn

Instance Segmentation with mask rcnn on custom dataset

keras2tf

converts keras .h5 or caffe model to tensorflow pb files.

ludwig

Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.

mask-rcnn-series

This series we'll use Mask RCNN

mask_rcnn

Exploring Mask_RCNN. Credits to matterport for codes and mark jay for the tutorial.

mask_rcnn-1

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mysql_and-tableau-notes

My own SQL and Tableau notes. Brush up my SQL and learnt new Tableau skill. Don't run it, only notes and sample codes for future reference.

nlp-micro-project-4

Another micro project. We (student) are tasked to web scrap job post website and predict salary and job title based on NLP

noel_notes

noelcodes.github.io

This blog documented all my Data Science related projects and code links since the start of my journey. I am still new to this field, pls give your feedback, as part of my learning process.

pytorch_train_custom_dataset_cnn