Load custom Python package in lambda

Introduction AWS Lambda has allowed you to share common dependencies to ease lambda deployment size ...

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Prepare COCO dataset of a specific subset of classes for semantic image segmentation

Prepare the below directory structure to save images and annotation files for training and validatio...

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Text Summarization

What is Text Summarization? Once we open any site, we ordinarily glance at the brief outline and aft...

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TFLite: Activity detection With TFLite Model Maker.

What is Tensorflow lite model maker? Earlier it was not allowed to train the model directly with TFL...

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YOLOV4: Train a yolov4-tiny on the custom dataset using google colab.

What is YOLOV4? YOLOV4 is an object detection algorithm and it stands for You Look Only Once. It is ...

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A complete introduction to GPT-3 with Use Case examples

GPT – 3 is one of the most exciting and versatile language models, which is good at almost eve...

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Train and Deploy model in AWS Sagemaker, create REST API to call the model using AWS Lambda and API Gateway.

In this tutorial, we are going to build, train and deploy the machine learning model using Amazon Sa...

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Deep Unveiling of the BERT Model

In 2018, Google proposed an exceptional language representation model called “BERT” which stands...

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Word Embedding

Introduction Humans have the ability to understand words and derive meaning from them easily. In tod...

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Content-Based Recommendation System

Introduction How interesting when Youtube, Amazon, Facebook, Spotify, or Netflix give us different s...

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Video classification techniques with Deep Learning

Video can be viewed as a sequence of images where we need to consider temporal components (i.e. time...

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Face verification on Live CCTV IP camera feed using Amazon Rekognition Video and Kinesis Video Streams

Home safety and security is always the highest priority. With the power of Machine Learning and Deep...

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AWS Rekognition: Face detection & analysis of an image

Amazon Rekognition is a deep-learning-powered video analysis service that tracks people, detects act...

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Stream CCTV IP camera (RTSP) feed into AWS Kinesis Video Streams

In this tutorial, you will get to know about how to ingest real-time live CCTV IP camera feed into A...

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Model Quantization Methods In TensorFlow Lite

Edge hardware like a mobile device, embedded devices and IoT devices often have a limited computatio...

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