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cocoapi

COCO API - Dataset @ http://cocodataset.org/

cv-public

deploy-machine-learning-algorithm

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

devops-course

edwisor-1st-project---churn-reduction

Churn or loss of customers to competition is a problem for companies because it is more expensive to acquire a new customer than to keep your existing one from leaving. This problem statement is targeted at enabling churn reduction using analytics concepts. Problem statement The objective of this Case is to predict customer behaviour. public dataset has been provided that has customer usage pattern and if the customer has moved or not. We expect you to develop an algorithm to predict the churn score based on usage pattern.

edwisor-2nd-project--employees-absenteeism

XYZ is a courier company. As we appreciate that human capital plays an important role in collection, transportation and delivery. The company is passing through genuine issue of Absenteeism. The company has shared it dataset and requested to have an answer on the following areas: 1. What changes company should bring to reduce the number of absenteeism? 2. How much losses every month can we project in 2011 if same trend of absenteeism continues?

edwisor-3rd-project---bike-renting

Problem statement – The objective of this Case is to Predication of bike rental count on daily based on the environmental and seasonal settings.

image-recognition

Problem Statement: Objective: You will be provided with two audio video clips in the form of mp4 files. You are required to: 1. Extract image frames from each video and store them in folders “asset1” and “asset2” 2. Create a third folder “test” 3. MOVE five images from “asset1” and asset2” to the “test” folder. 4. Using the images in “asset1” and “asset2” train an image recognition model that will be able to distinguish images between images in the two folders 5. Apply the model on the ten images stored in “test” folder Data: Please download data from https://dev.exactspace.co/dt/videos.zip

mask_rcnn

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

pyevm

Python implementation of EVM(Eulerian Video Magnification)

python_video_stab

A Python package to stabilize videos using OpenCV