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followers: 3.0 following: 24.0 repos: 67.0 gists: 9.0

Name: YOUSSEF AIDANI

Type: User

Company: Upwork

Bio: A machine learning engineer working in Computer Vision field.

Location: Tunisia-Turkey-Germany

Hi ML Fanatics 👋👋👋

I am an ML guy Only working on Computer Vision tasks I am looking to share my experience on different tasks of CV

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└── COMPUTER VISION/
    ├── Image Classification
    ├── Object Detection
    ├── Image Segmentation/
    │   ├── Semantic Segmentation
    │   ├── Instance Segmentation
    │   └── Panoptic Segmentation
    └── Object Tracking/
        ├── Correlation Based Object Tracking
        └── LSTM Based Object Tracking
    └── Super Resolution/
        ├── Video Super Resolution
        └── Image Super Resolution

YOUSSEF AIDANI's Projects

3dunetcnn

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

basic-ann-implementation

Basic ANN Implemetation using Gradient Descent

basic-ray-caster

We develop a basic ray caster based on the known graphics theory and its related math

In this project we implement different object counting techniques using various object tracking techniques. We try then to leverage the count result in order to solve more complex problems. This is one of scalable projects that can solve important business problems

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

darknet

Convolutional Neural Networks

deep-image-prior

Image restoration with neural networks but without learning.

detectionstudio

Tool to evaluate deep-learning detection and segmentation models, and to create datasets

directx-headers

Official DirectX headers available under an open source license

efficientdet

EfficientDet (Scalable and Efficient Object Detection) implementation in Keras and Tensorflow

efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

fast-rcnn

Fast R-CNN

fastai

The fastai deep learning library

ffmpeg-windows-build-helpers

Helper script for cross compiling some media tools for windows, like customizable ffmpeg.exe (with or without non-free components, etc), and some other bonuses like mplayer, mp4box, mxf, etc.

github-slideshow

A robot powered training repository :robot:

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

grcrm

heedlesspencms

imageai

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

imgaug

Image augmentation for machine learning experiments.

intelsrinterop

An example to show how to integrate with Intel SuperResolution

job0

This is a spark Jon that trains several ML models to predict the RUL of vibrating Engines

keras-cv

Industry-strength Computer Vision workflows with Keras

keras-maskrcnn

Keras implementation of MaskRCNN object detection.

keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

keras-yolo3

Training and Detecting Objects with YOLO3

labelimg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

market_basket

Market Basket Analysis program in Python

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Hi ML Fanatics 👋👋👋

YOUSSEF AIDANI's Projects

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