Customer churn refers to the loss of existing clients or customers. This solution identifies E-commerce customers who are more likely to stop using the E-commerce app or the portal. During the training stage, the solution automatically conducts feature interaction on the training data and selects...
Algorithm - Fulfilled on Amazon SageMaker
Noisy Document Images are a problem across areas like insurance claims, legal documents etc. This happens due to multitude of reasons like sensor defects, environment factors like low light or bright light conditons. These noises can be dots, lines and smudges that add extra unwanted pixel values...
Model Package - Fulfilled on Amazon SageMaker
This is an Image Classification model from [TensorFlow Hub](https://tfhub.dev/google/imagenet/resnet_v1_101/classification/4). It takes an image as input and classifies the image to one of the multiple classes. The model available for deployment is pre-trained on ImageNet which comprises images of...
Model Package - Fulfilled on Amazon SageMaker
This model finds the vehicles and license plates; reports general vehicle attributes, for example, vehicle type (car/van/bus/track) and color; reports a string per recognized license plate.
Model Package - Fulfilled on Amazon SageMaker
Models for recommending items given a sequence of previous implicit user/item interactions. Solves user cold start problem.
Algorithm - Fulfilled on Amazon SageMaker
This solution identifies the various aspects from online product reviews for routers. The following 9 aspects are identified: price, speed, range, connectivity, security, ease of installation, tech support, accessibility and, aesthetics. This enables companies to easily identify which aspects are...
Model Package - Fulfilled on Amazon SageMaker
This is an object detection model from [TensorFlow Hub](https://tfhub.dev/tensorflow/retinanet/resnet152_v1_fpn_640x640/1). It takes an image as input and returns bounding boxes for the objects in the image. The model is pre-trained on COCO 2017 which comprises images with multiple objects and the...
Model Package - Fulfilled on Amazon SageMaker
This post-pandemic Propensity Model determines the probability that a US adult is an Auto DIYer if they regularly work on their car. Lift over Random 3.15. This post-pandemic Propensity model is one of a series of consumer classification models based on data from over 17,000 US adults surveyed in...
Model Package - Fulfilled on Amazon SageMaker
Text Comprehend is a Natural Language Understanding solution that help users comprehend a passage of text. This is a state-of-the-art context aware, factoid model with bi-directional attention for comprehension. A deep contextualized embedding is used for distributed word representation. The output...
Model Package - Fulfilled on Amazon SageMaker
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The Product Demand Forecasting Solution is a cloud-native predictive analytics ML model that analyzes multiple data points, including historical sales data, inventory data, and growth projections to generate up to 50% more accurate product demand forecasts. The solution is scalable and...
Algorithm - Fulfilled on Amazon SageMaker
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