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anomaly-detection-autoencoder

Extract features and detect anomalies in industrial machinery vibration data using a biLSTM autoencoder

covid19-face-mask-detection-using-deep-learning

The entire workflow of developing deep learning model for detecting face mask.

deep-sudoku-solver

Find and solve sudoku puzzles in images using deep learning and computer vision

fault-detection-using-deep-learning-classification

This demo shows how to prepare, model, and deploy a deep learning LSTM based classification algorithm to identify the condition or output of a mechanical air compressor.

gaih-students-repo-example

gpt-neo

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

introduction-to-machine-learning

introduction-to-python

keras-yolov3-model-set

end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies

lanenet-lane-detection

Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/

matlab-with-python

Examples using MATLAB and Python together

mlnd-capstone

Lane Detection with Deep Learning - My Capstone project for Udacity's ML Nanodegree

object-detection-using-yolo-v2-deep-learning

MATLAB example of deep learning based object detection using Yolo v2 with ResNet50 Base Network

presentations

Presentations from me to reuse and share with community

safety-helmet-wearing-dataset

Safety helmet wearing detect dataset, with pretrained model

sfmlearner

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

start-machine-learning-in-2020

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2021 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!