How TensorFlow can help Engineers to Analyze auditory data in the rainforest and detect illegal activities?

November 19, 2018

The climate change resulting in rising global temperatures is a serious environmental threat that the humanity is facing today. The catastrophic effects of this problem have already begun to appear and there is no one to blame other than us. One of the prime reasons that are adding hugely to the problem of global warming is deforestation. Today, the world’s forests are under threat, as we are losing on an average of 80000 to 150000 square kilometers of forest cover every year to illegal human activities. This large-scale cutting down of trees has resulted in a nearly 20 percent increase in the emission of greenhouse gases. The balance of nature is highly disturbed and needs to be checked before it’s too late. Let’s see how Tensorflow projects can help mitigate the problem.


TensorFlow-help-engineers-analyze auditory-data


Not to mention, the rainforests form a significant portion of the world’s forest cover. With an estimated release of 1.5 billion tons of carbon dioxide every year owing to deforestation, it is quite clear that protecting the rainforests should be high on the priority list. Now the point to ponder is, how this problem can be effectively deal with? The answer lies in implementing technology in our rescue processes. Using AI/Machine learning consulting correctly can be very crucial in the fight against deforestation and climate change. Let’s see and understand the whole procedure.

In this case, the “Google” with its team is playing a vital role in protecting the depleting forest cover. The team uses the recycled cell phones and machine learning developers to help detect and stop illegal loggers from destroying rainforests. This real-time detection system consists of modified smartphones that gets power from the solar panels. These smartphones dubbed as “Guardian” devices are hidden in trees. And they monitor sound waves of the forests before sending it to cloud-based servers.

From here the Google’s machine learning framework, Tensorflow development comes into action. TensorFlow projects analyze the audio data once received by the cloud computing services in real time. This AI based framework determine the happening of any illegal activity by listening and analyzing the sounds of chainsaws, cutters, axes, logging trucks, and others. The “Guardian” devices keep sending audio data 24*7 to the servers enabling Tensorflow projects to keep a close tab on the activities of deforestation.

Building Machine Learning Projects with Tensorflow!


In other words, the TensorFlow is a versatile technology that makes use of AI-based deep learning. It can thus help for better detection of audio inputs coming from illegal cutting down of trees. This technology holds great potential in curbing the menace of global warming and climate change on a large scale. We at Signity Solutions, a custom web development company have years of experience in the field of AI and TensorFlow projects. Our dedicated team of IT services outsourcing is an expert in using TensorFlow technology solutions. Want to know more? Feel free to reach us, and we will revert at the earliest.

Priyanka Mehra

Priyanka Mehra

Sr. Digital Marketing Specialist at Signity Solutions
Being an online marketer, she loves to learn, explore and implement new marketing strategies.She is insightful when it comes to marketing challenges, trends, and growth hacking.
Priyanka Mehra

Get In Touch

Send us your requirements. We will get back to you with a free quote.

Want to See Your Idea as the Next Big Thing?

  • With Signity Solutions, your business is destined to grow at a new level. Get in touch today to create a game changing experience.

Send Us a Message


Our Global workspaces


Netsmartz House,
3rd Floor, Plot #10, Rajiv Gandhi IT Park,
Chandigarh 160101

New Zealand

14049, 35 George
Street, Kingsland
Auckland 1024.
+64 22 111 0002


762 Green St, Suite 1-R,
Iselin, NJ 08830

Drop us an e-mail at [email protected]