Apr 12, 2019Reducing The Training Time In Computer Vision TaskReal world images come with so much stochasticity and domain shift is one of the common thing experienced in computer vision problems. The training time not only refers to the model training time it represents the whole process of data collection to re-training the model for overcoming domain shifts. It…Machine Learning5 min readMachine Learning5 min read
Mar 11, 2019How Small Businesses Gain From Walmart’s Quarterly ReportWhen we interpolate through the Quarterly report of Walmart we can find many avenues of business opportunities from their expansion of the operation. We can reverse engineer the reason for taking a specific decision to go after a market or technology or a product. Online Grocery Pickups Walmart is adding…Retail9 min readRetail9 min read
Mar 6, 2019Predicting Demand Is No Longer Enough For Retail Stores, Need To Influence Purchase BehaviorOne of the challenging aspects of the retail store operation is to estimate the volume of customers that visit the store every day and determine the range of products that are required to fulfil their needs as well as enable them to discover newer products. Online e-commerce stores create discovery…Retail7 min readRetail7 min read
Feb 4, 2019Generating Dense Retail Orders In Urban EnvironmentThe urban area is where the retailers are battling out to find supremacy. The urban environment is challenging because of a number of reasons such as traffic, smaller store space, inventory management, high frequency but low volume orders, same day delivery, vehicular movement, supply chain. Urban stores have become hub…Retail9 min readRetail9 min read
Jan 26, 2019What Drives Customer Behavior?Human action defines the economic outcome. When it comes to retail operation it’s no different. Every human uses logical preference to either buy some product to alleviate the situation or do nothing. Alleviation may be creating a comfortable place, leisure, snack, food, entertainment etc. It’s a choice made depending on…Retail6 min readRetail6 min read
Jan 17, 2019Real Cost Of New Retail OperationRetail operations in urban areas have been challenging for retail stores due to a variety of factors. Most of the retail stores believe staying in close proximity to the consumer would enable them to deliver product at a faster pace to fulfil orders. …Business13 min readBusiness13 min read
Jan 10, 2019Retail Case: Deterministic Supply ChainThe goal of every business is to reduce uncertainty and mitigate risk through the solution. Retail space is no different due to recent competitive wars between the retail and e-commerce stores. …Ecommerce5 min readEcommerce5 min read
Jan 8, 2019Retail Case: Supply Chain Optimization By Influencing Consumer Behaviour Than Forecasting DemandThe supply chain is one of the hard things to nail in the retail space especially in urban areas as the consumers prefer same day delivery with preferred timing. Fulfilling the last mile is a challenge that every retail store faces. Walmart made a splash with their commercial recently on…Retail6 min readRetail6 min read
Dec 18, 2018Optimizing Your Computer Vision Pipeline — Data PipelineData creation is a challenging task in computer vision. It requires a proper understanding of the problem at hand and creating a setup that will create data with the variation that is expected in the real world ( Target Environment). It would mean dataset has to be diverse especially modelling…Machine Learning9 min readMachine Learning9 min read
Published in DataDrivenInvestor·Dec 7, 2018Optimizing Your Computer Vision Pipeline — Weekly PaperComputer vision is rapidly progressing with consistent innovation in the techniques used. Real world data is difficult to model but vision algorithms are getting good at it. We are seeing a new trend where people have applied image processing technique along with deep convolution networks to produce better results. Siggraph…Machine Learning8 min readMachine Learning8 min read
