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Muhammad Faisal Zia's Projects

8puzzle icon 8puzzle

Python script for solving the classic "8-puzzle" game

cnndetection icon cnndetection

Code for the paper: CNN-generated images are surprisingly easy to spot... for now https://peterwang512.github.io/CNNDetection/

dib-r icon dib-r

Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer (NeurIPS 2019)

modern-js-cheatsheet icon modern-js-cheatsheet

Cheatsheet for the JavaScript knowledge you will frequently encounter in modern projects.

openthreatdetection icon openthreatdetection

Iterate.ai has open-sourced a powerful Weapons Detection AI software. The AI was trained on about 100 live guns, plus 20,000 videos of robberies and threats involving weapons. Our engineers taught the AI to detect guns, knives, kevlar vests, and robbery masks.

snakeai icon snakeai

Train a Neural Network to play Snake using a Genetic Algorithm

video-keyframe-detector icon video-keyframe-detector

It is a simple python tool to extract key-frames from a video file using peak estimation from frame difference.

weapon-detection-and-alarm-system icon weapon-detection-and-alarm-system

The system uses an IP camera for taking inputs. Whenever a weapon is detected, the system alerts the security instantly and prevents any big accident from happening.

weapon-detection-using-artificial-intelligence icon weapon-detection-using-artificial-intelligence

AI-driven weapon detection system for real-time surveillance. Developed on TensorFlow, achieved precision of 0.8524 and 0.7006 at IoU 0.50 and 0.75. Utilizes key frame extraction and SSD-MobileNet, enhancing efficiency. Developed on Windows 10, Python 3.7.3, and TensorFlow 1.14.0. Boosts security with low-cost, automated threat recognition.

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