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Highlights

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Organizations

@Robot-Vision-LAB
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Mr-TalhaIlyas/README.md

Hits

Talha Ilyas

🏠 Home Page

Affiliations

alt text alt text alt text

Languages and Tools:

Python

TensorFlow

C++

PyTorch

MatLab

Flutter

Dart

HTML5

CSS3

Git

GitHub

Visual Studio Code

Terminal

\

Area of Interest

Computer Vision
Unsupervised Learning Reinforcement Learning
Pattern Recogination Precision Agriculture
Panoptic Segmentation Image Quality Assessment
Depth Estimation Medical Image Analysis
AI/ML on edge devices NVIDIA Jetsone Xavier/Nano

Python Packages

Title Repo Doc PyPi Downloads
Fully Connected CRF repo - pypi Downloads
Gray2Color repo - pypi Downloads
Tensorflow/ Keras Model Profiler repo - pypi Downloads
Extract & Merge Image Patches repo - pypi Downloads
Files Management Utilities repo readthedoc pypi Downloads

Python GUIs and Windows Applications(.exe)

Title Repo .exe Doc Usage
Plant Disease Detector repo - - youtube
Brain Tumor Segmentor repo - - youtube
FTP Data Uploader repo drive - youtube
Tumor Detector repo under developement paper -

Android Application (.apk)

Title Repo .apk Doc Usage
coming soon*

IOS Application

Title Repo . Doc Usage
coming soon*

Web Development

Title Repo Doc Usage Link
Plant Disease Detector repo N/A youtube http://detection.jbnu.ac.kr/

*will be made public as soon as project is finished and finalized

Published Works

Talha Ilyas Google Scholar

Status

top languages My Awesome Stats

Other Links

Talha Ilyas Youtube Channel

Popular repositories

  1. Loss-Functions-Package-Tensorflow-Keras-PyTorch Loss-Functions-Package-Tensorflow-Keras-PyTorch Public

    Loss function Package Tensorflow Keras PyTOrch

    48 5

  2. EMPatches EMPatches Public

    Extract and Merge image patches for easy, fast and self-contained digital image processing and deep learning model training.

    Jupyter Notebook 41 8

  3. SegNext SegNext Public

    SegNext Implementation in PyTorch

    Python 39 6

  4. Tensorflow-Keras-Model-Profiler Tensorflow-Keras-Model-Profiler Public

    Tensorflow-Keras Model Profiler: Tells you model's memory requirement, no. of parameters, flops etc.

    Python 25 3

  5. TSFD TSFD Public

    Nuclei segmentation and classification (Cancer cells)

    Jupyter Notebook 21 6

  6. Prerpcessing-PanNuke-Nuclei-Instance-Segmentation-Dataset Prerpcessing-PanNuke-Nuclei-Instance-Segmentation-Dataset Public

    Python 19 5