---
title: 'Environmental Object Detection?'
slug: 'environmental-object-detection'
date: 2020-10-19
type: 'post'
status: 'published'
tags: ['faith', 'constant-contact-archive']
abstract: 'How do we do it? ---"Similar to an MRI machine using AI object detection to look for anomalies in your body . . .'
license: 'CC-BY-4.0'
author: 'Jed Anderson'
co_authors: []
canonical_url: 'https://jedanderson.org/posts/environmental-object-detection'
original_source: 'Constant Contact campaign'
supporting_files: []
---

How do we do it?

![](/images/posts/environmental-object-detection/img-01.gif)

![](/images/posts/environmental-object-detection/img-02.gif)

![](/images/posts/environmental-object-detection/img-03.gif)

![](/images/posts/environmental-object-detection/img-04.gif)

![](/images/posts/environmental-object-detection/img-05.gif)

---"Similar to an MRI machine using AI object detection to look for anomalies in your body . . . EnviroAI is using satellite, drone, and other imagery with AI object detection to look for anomalies in the environment.”

– Jed Anderson, Creator, EnviroAI

How does EnviroAI recognize environmental anomalies and objects?

. . . just like AI is being trained to recognize cancer and other anomalies or objects. We use machine learning and a deep learning convolutional neural network to train AI to recognize pollution and other environmental objects (smoke, sheens, nonexistent or improper control equipment, etc.)

![](/images/posts/environmental-object-detection/img-06.gif)

[Google](http://r20.rs6.net/tn.jsp?f=001LZzzO5gpfJdQLIwo961udw4ByXGzd80zhS1SzhLmjXgBiLJmdwJ7A2D87nSmIVtZXKFmXEihi94Q0TqqfP1eFcnAwKq5JzBa_yrrAQCE8-5T8XvXg7QC4vOTA47smfodT05u27BNkFUUUTltgQ0rWbzlTnmfxDr79KbdhefmhC1cbm7zBTzsVlyxcJ5wwjPKPcYvvHjp_99-8iE4xfoXjRpD18y21654auZKeSHEGZy48JhC3lkBCckV0ZeT6mCY5_WqYahVO6A2umIwnaYl2ORf73HhfLjC5ZuvDflf0w2TcNwXKWRhBbYtCQ46dyE-dxQtQtsd9j_gl8oKvznMsH_2-v9WKzldcM9a1MZr4v0QVpmHFoXnMW8RMDIFC4rYY5TRLrz6MSvCwqwxuI9ovHrm0uZohS2I7qEEsoM_rhXaODQ27prXdUqU1dCr3X74BbkiNv_534fNleKOCrs_5bWfKR2K73jEb0HsbSq1hIlzLfI8Nvjt1tulQAtPUyfZWA5rqDi6nLXVr-Og-5FcuDR6sx_gEWsLzgAliKEw3Hpyzr7ljfZWmpYVHsncoWKlVKdp9iBXE3PfmFOqaf-cCTsBoe3J3WA0zN1_Un0uHdwjsPio9iGq0Kv9X_tRWVJw-G1pUVqJj6f0x7fbvoI05SEC12djYYQi9q6igImQeh-I67BQooGbqf8ek9Di2B28bGFunCiGioGZDqsxHaJdcHnN0sC5B93f4AnkRqLqk6tr9RJwg3DtHToK_OpaEjNP379a51gQyQAaRY7x7jKi9HhHyQxXlXLpXDKAhKb5TDkInnyFwfaQHebjGKo0qw6K7JWOGJ8zSwbBwjlONQotsdPpAYMfQKAKKaUAeKTv1do=&c=&ch=) vision AI. [Amazon](http://r20.rs6.net/tn.jsp?f=001LZzzO5gpfJdQLIwo961udw4ByXGzd80zhS1SzhLmjXgBiLJmdwJ7A2D87nSmIVtZiNRVjbOUT4wF0JSb703x3TjF_H-4FaZIXxU1cKWevb52jRKNaaCgYI9n35dsfjStkAOCvDfDUDjMA0o3nd5Xv6rZms-Mfsmofp3Jf6tgT04oxC_Snai31-HfFIb1_dztM-CNX30iMXwG8V7sAU3nGhAKTQ4yPOws3rcCO9SSGSY=&c=&ch=) vision AI. [Microsoft](http://r20.rs6.net/tn.jsp?f=001LZzzO5gpfJdQLIwo961udw4ByXGzd80zhS1SzhLmjXgBiLJmdwJ7A2D87nSmIVtZs8J5aEo3ev0uagHs_rYNSnIzQWsb3edH0Kt8oeyEhqOBLmoNAdrTT52CnL_iyHo0_2aCxmVYb-PaxBjnEspkrToF9AbBD2BeN6cieOQNeLoJd1eQ-z-3hqLDmUcUS__jkizlfX04d3X7ZDuObCw-R3Lykq94ScFo&c=&ch=) Vision AI (Azure). [IBM](http://r20.rs6.net/tn.jsp?f=001LZzzO5gpfJdQLIwo961udw4ByXGzd80zhS1SzhLmjXgBiLJmdwJ7A2D87nSmIVtZCoul6A3UNeBaXPlcsEl1RmtM5Ptlv5PaACvZE0w2sJt5qA8Ganfc_mCwe9EOUoVid40Px7_FWl3hk5Jaq1aZWJ07UtnZYOyDUZH2vuQQnGZoz-DL8QslFb0dYqe3kqaf&c=&ch=) Vision AI (Watson).

‌

How do we

train EnviroAI to recognize objects and anomalies?

(examples)

![](/images/posts/environmental-object-detection/img-07.gif)

![](/images/posts/environmental-object-detection/img-08.gif)

![](/images/posts/environmental-object-detection/img-09.gif)

![](/images/posts/environmental-object-detection/img-10.png)

![](/images/posts/environmental-object-detection/img-11.gif)

![](/images/posts/environmental-object-detection/img-12.jpg)

![](/images/posts/environmental-object-detection/img-13.gif)

![](/images/posts/environmental-object-detection/img-14.gif)

![](/images/posts/environmental-object-detection/img-15.gif)

To begin using EnviroAI environmental anomaly and object detection on drone imagery, satellite imagery, or fixed-camera imagery . . . please contact us at ceres@enviro.ai.

![](/images/posts/environmental-object-detection/img-16.gif)

![](/images/posts/environmental-object-detection/img-17.gif)