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Achievements

Achievement: StarstruckAchievement: Pull Shark

Highlights

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@Robot-Vision-LAB

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Mr-TalhaIlyas/README.md

Talha Ilyas

🏠 Home Page

Affiliations

RVL
Robot Vision Lab
JBNU, South Korea 		JBNU
Jeonbuk National University
South Korea 		Monash Medical AI
Monash Medical AI
Australia 		UET
UET Lahore
Pakistan

🛠️ Technology Stack

Python

TensorFlow

C++

PyTorch

MatLab

Flutter

Dart

HTML5

CSS3

Git

GitHub

Visual Studio Code

Terminal

-

🎯 Research Focus Areas

Computer Vision Machine Learning
🔍 Semantic Segmentation 🧠 Deep Learning
📊 Medical Image Analysis 🔄 Unsupervised Learning
🌱 Precision Agriculture 🎮 Reinforcement Learning
📏 Depth Estimation 🎯 Pattern Recognition
🔧 Edge AI Deployment 📈 Image Quality Assessment

📦 Open Source Packages

Package Description PyPI Downloads
seizurekit Seizure detection evaluation and analysis. PyPI Downloads
seg-crf Fully Connected CRF for Segmentation PyPI Downloads
gray2color Grayscale to Color Mask Conversion PyPI Downloads
model-profiler TensorFlow/Keras Model Analysis PyPI Downloads
empatches Image Patch Extraction & Merging PyPI Downloads
fmutils File Management Utilities PyPI Downloads

🖥️ Applications & Systems

Desktop Applications

Project Technology Demo Status
Plant Disease Detector Python TKinter TensorFlow 📺 YouTube ✅ Released
Brain Tumor Segmentor Python PyQt PyTorch 📺 YouTube ✅ Released
FTP Data Uploader Python GUI 📺 YouTube ✅ Released

Web Applications

Project Stack Demo Deployment
Plant Disease Detection API Flask TensorFlow Docker 📺 YouTube 🌐 Live

Mobile Applications

# Coming Soon
├── Android Applications (.apk)
├── iOS Applications (.ipa)
└── Cross-platform Flutter Apps

📊 GitHub Analytics

top languages My Awesome Stats

🔗 Connect & Collaborate

YouTube Google Scholar LinkedIn Portfolio

💡 Open to collaboration on Computer Vision, Medical AI, and Edge Computing projects

"Building intelligent systems that bridge the gap between research and real-world applications"

Popular repositories Loading

  1. SegNext SegNext Public

    SegNext Implementation in PyTorch

    Python 57 9

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

    Loss function Package Tensorflow Keras PyTOrch

    54 6

  3. EMPatches EMPatches Public

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

    Jupyter Notebook 52 8

  4. CWD30 CWD30 Public

    Official Repository for CWD30 Dataset

    Python 39 5

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

    Python 38 7

  6. 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 28 4