Hamed ZITOUN's repositories
machine_learning_from_scratch_matlab_python
Vectorized Machine Learning in Python 🐍 From Scratch
Abnormal-behavior-Detection
Abnormal behavior detection in the video surveillance based on yolo darknet
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
AudioSignalProcessingForML
Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"
Awesome-Crowd-Counting
Awesome Crowd Counting
awesome-gcp-certifications
Google Cloud Platform Certification resources.
awesome-mlops
A curated list of references for MLOps
awesome-video-anomaly-detection
Papers for Video Anomaly Detection, released codes collection, Performance Comparision.
communities
Library for detecting and visualizing community structure in graphs
computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
data-science-on-gcp
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
FGVC
[ECCV 2020] Flow-edge Guided Video Completion
GCPSketchnote
If you are looking to become a Google Cloud Engineer , then you are at the right place. GCPSketchnote is series where I share Google Cloud concepts in quick and easy to learn format.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
jupyter-text2code
A proof-of-concept jupyter extension which converts english queries into relevant python code
machine-learning-interview
Minimum Viable Study Plan for Machine Learning Interviews from FAAG, Snapchat, LinkedIn.
ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
MLOps_VideoAnomalyDetection
Operationalize a video anomaly detection model with Azure ML
PULSE_from_image_url
Upscale face image from url image
star-clustering
A clustering algorithm that automatically determines the number of clusters and works without hyperparameter fine-tuning.
tensorflow-without-a-phd
A crash course in six episodes for software developers who want to become machine learning practitioners.
toolbox
Curated list of libraries for a faster machine learning workflow
training-data-analyst
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
video-fall-detection
Detect a person fall in videos using OpenCv
wade-ai
an AI algorithm for detecting trash in geolocated images
workshop
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
YOLOv4-Cloud-Tutorial
This repository walks you through how to Build and Run YOLOv4 Object Detections with Darknet in the Cloud with Google Colab.
yolov5-opencv-detect-track
A yolov5 based application, it uses the prediction results by yolov5 to activate the selected opencv built-in tracking algorithm.