ai-notebooks

A repo for my different experiments and tutorials

artificial-intelligence-and-machine-learning

A repository for implementation of artificial intelligence algorithm which includes machine learning and deep learning algorithm as well as classical AI search algorithm

awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

code-vault

Collection of useful notebooks and snippets

convnet-drawer

Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions

cs231n

Working through CS231n: Convolutional Neural Networks for Visual Recognition

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

data-structures-using-python

This is my repository for Data Structures using Python

deep-learning-coursera

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

deep-learning-diagrams

Architecture diagrams for deep learning models

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep_inference_cpu

Examples and demo codes for optimizing deep learning models for extremely fast inference

deepds

DeepDS: Automate Dataset Creation for Visual Information Processing

face-recognition-module

Practice codes for face_recognition module

fastai-v3

Starter app for fastai v3 model deployment on Render

fastai_image_deployment

firearm-detection-and-classification-using-yolo-v3

Yolo v3 based detector for firearms detection and classification (1st prototype)

firearms-classification-segmentation

A simple experiment to test and evaluate the Segmentation algorithm to detect and segment the firearms.

fopp

Foundations of Python Programming

git-tut

Just a tutorial

image-api

Image Processing API using Python + Flask + PIL

image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

intruder-detector-python

keras

Deep Learning for humans

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

machine-learning-with-python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mathematics-for-machine-learning

All the assignments and codes for 'Mathematics for Machine Learning Specialization" by Imperial College London and offered through Coursera

melanoma-classification

A small CNN trained from scratch on ISIC (2019) dataset to classify melanoma in dermoscopic images,