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Tutorials
Building a Simple Inference Dashboard with Streamlit
5
MIN READ
December 15, 2022
2022-12-15

Streamlit empowers users to visualise inference results using custom trained computer vision models while staying within the ease of a Python environment.

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Tutorials
How to Load Vision Models on Raspberry Pi for Edge Deployment
7
MIN READ
December 9, 2022
2022-12-09

We are excited to introduce Datature Edge, a simple way for users to deploy their trained deep learning model on edge devices like the Raspberry Pi.

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Tutorials
Learn How to Export TFLite Models for Object Detection Models
5
MIN READ
December 8, 2022
2022-12-08

Our TFLite model export option gives users access to an on-device mobile model that is extensively supported across many devices and platforms.

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Tutorials
Running Custom TensorFlow.js Object Detection Models in Node-RED
7
MIN READ
December 7, 2022
2022-12-07

We continue to strive for democratization of low code implementations for computer vision with Node-RED and TensorFlow.js.

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Tutorials
How to Visually Inspect Your Dataset and Annotations for Model Training
5
MIN READ
November 21, 2022
2022-11-21

Gain greater insight into your dataset's quality with Aggregation Statistics which will help you improve your dataset for more effective ML model training.

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Tutorials
How To Train YOLOX Object Detection Model On A Custom Dataset
7
MIN READ
November 8, 2022
2022-11-08

Learn how you can train a YOLOX model to recognize your custom data (without code) for your next computer vision project.

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Articles
Introducing AI Mask Refinement To Enhance Annotations
5
MIN READ
November 4, 2022
2022-11-04

Our Intelligent AI Mask Refinement gives users the option to correct imprecise masks with just a click of the button for new or pre-existing annotations.

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Tutorials
Performing Image Augmentation For Machine Learning
12
MIN READ
October 14, 2022
2022-10-14

An in-depth guide in understanding the uses & importance of image augmentation and how to perform it using Keras and the Datature platform.

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Tutorials
How To Use API Deployment For Trained Model Inference
7
MIN READ
September 27, 2022
2022-09-27

We are excited to introduce REST API deployment - a new way for users to access their trained machine learning model with low code requirements.

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