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100day-ml-d4

articles-blog-posts

This repo contains articles and posts I came across comprising of ML, Deep Learning, Computer Vision, Data Science, and so on. DISCLAIMER: None of the articles present in this folder belong to me. I have ust converted them into a pdf format for reference. The actual link to these articles are present in the pdf itself.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-deep-learning-papers

The most cited deep learning papers

bag-of-words

Python Implementation of Bag of Words for Image Recognition using OpenCV and sklearn

bbox-label-tool

A simple tool for labeling object bounding boxes in images

bigbatch

Code used to generate the results appearing in "Train longer, generalize better: closing the generalization gap in large batch training of neural networks"

boruta_py

Python implementations of the Boruta all-relevant feature selection method.

canny-edge-detector

Implementation of edge detection algorithm in Python

darknet

Convolutional Neural Networks

datasciencecoursera

deep-residual-networks

Deep Residual Learning for Image Recognition

deeplearningbook

MIT Deep Learning Book in PDF format

detect-flags-ssd

MXNet-SSD object detection example of detecting country flag cards

dimensionality-reduction

This repo contains various methods for dimensinality reduction. Each of these methods will be in a separate folder containing descriptions, relevant code, explanations, papers (maybe) and their applications

dog-breeds-classification

Set of scripts and data for reproducing dog breed classification model training, analysis, and inference.

ericsson-challenge

facerec

Implements face recognition algorithms for MATLAB/GNU Octave and Python.

gesture-based-user-interface

Here I designed a complete graphical interface , in which there are many application , the whole interface is controlled by the gesture of hands .

grocery-sales-forecasting-kaggle

This repo contains all wrok done related to this competition

image-processing-repo

This repo contains stuff I have done and collected from other sources regarding Digital Image Processing

imgaug

Image augmentation for machine learning experiments.

install-keras

Install CUDA/CUDNN/Tensorflow/Keras and live to tell the tale!

interactive-image-segmentation

jigsaw_friend

Software designed to match puzzle piece with an image of a finished jigsaw, thus helping to solve a jigsaw puzzle 100 times faster.

kaggle---champs

kaggle---mercedes-benz-greener-manufacturing

This is my first Kaggle competition. In this project I will be explaining our approach towards solving faster testing procedures for Mercedes cars before they hit the road. There will be detailed insights on visualization, preprocessing, model-building and fine tuning.

kaggle-gans-for-dogs

This repository contains the various GANs built to generate images of dogs

kaggle-instacart-analysis-when-will-he-buy-them-next-

This repository contains our approach to solving the problem given by Instacart (Kaggle competition). We are to come up with an algorithm that can predict when and how often a customer will buy products she has aleady purchased.

kaggle-invasive-species-monitoring

This repo contains all information on how invasive species was classified as part of the Kaggle Playground competition.