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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

ai-strategies-papers-regulations-monitoring

Monitoring of AI strategies, papers, and regulations

anesthesia

arena

Interactive XAI dashboard

blockchain

A simple Blockchain in Python

cnn-regression

A simple guide to a vanilla CNN for regression, potentially useful for engineering applications.

dalex

moDel Agnostic Language for Exploration and eXplanation

decentralised_trust_eth_ipfs

Decentralised Trust Platform with Personal Data Management deployed on top of Ethereum

digital-image-processing

drwhy

DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.

explainable-ai

fgpcet

Matlab code for the paper "Color image zero-watermarking based on Fast Quaternion Generic Polar Complex Exponential Transform"

gate-and-cse-resources-for-students

📚 📖 📚CSE GATE Resources for GATE and CSE Aspirants 😎 😁 . Show your ❤️ by ⭐️⭐️

geoproj

Blind Geometric Distortion Correction on Images Through Deep Learning

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.

harris2019_decentralized-and-collaborative-ai-on-blockchain

Decentralized & Collaborative AI on Blockchain (2019 IEEE International Conference on Blockchain (Blockchain))

ibreakdown

Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)

image-forensics

Unofficial PyTorch implementation of ImageForensics: https://hms-idac.github.io/ImageForensics/

image-forgery-detection

image-forgery-detection-using-deep-learning

Image Forgery Detection using Deep learning Graduation project

image-manipulation-detection-using-deep-learning

image_manipulation_detection

Paper: CVPR2018, Learning Rich Features for Image Manipulation Detection

image_tampering_detection_references

imagetamper

Initially based on CASIA1 - code to get the tamper mask and generate test/train sets without data leakage between them.

learning-to-break-deep-perceptual-hashing

Source code for our paper "Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash"

localmodel

LIME-like explanations with interpretable features based on Ceteris Paribus curves. Now on CRAN.

mantranet-pytorch

Implementation of the famous Image Manipulation\Forgery Detector "ManTraNet" in Pytorch

matlab-deep-learning-model-hub

Discover pretrained models for deep learning in MATLAB

mealpy

For list of metaheuristic algorithms https://pypi.org/project/mealpy/

mealpy-1

A collection of the state-of-the-art MEta-heuristics ALgorithms in PYthon (mealpy)