CNNV8?
Ultralytics CNNv8, developed by Ultralytics, is a cutting-edge, state-of-the-art (SOTA) model tha: builds upon the success of previous CNN versions and introduces new features and improvements to further boost performance and flexibility. CNNv8 is designed to be fast, accurate, and easy to use, making it an excellent choice for a wide range of object detection, image segmentation and image classification tasks.
Prani Rakshak
Prani Rakshak is a wildlife species identification and Alarm Signalling web app.
Whenever wild animals intrude human areas, the animals are beaten,killed or hunted for self-defense or poaching. Else the animals attack people because of their basic nature. The only solution to this is to identify any intruding animal or human in the prohibited areas and inform the forest authorities from which they can take a appropriate action.
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CNN?
The CNN (Convolutional Neural Networks) is a series of models that has become famous in the computer vision world. CNN's fame is attributable to its considerable accuracy while maintaining a small model size. CNN models can be trained on a single GPU, which makes it accessible to a wide range of developers. Machine learning practitioners can deploy it for low cost on edge hardware or in the cloud.
CNN?
The CNN architecture contains Extended efficient layer aggregation networks and Model scaling for concatenation-based models.
CNNV8?
Ultralytics CNNv8, developed by Ultralytics, is a cutting-edge, state-of-the-art (SOTA) model tha: builds upon the success of previous CNN versions and introduces new features and improvements to further boost performance and flexibility. CNNv8 is designed to be fast, accurate, and easy to use, making it an excellent choice for a wide range of object detection, image segmentation and image classification tasks.
Prani Rakshak
Prani Rakshak is a wildlife species identification and Alarm Signalling web app.
Whenever wild animals intrude human areas, the animals are beaten,killed or hunted for self-defense or poaching. Else the animals attack people because of their basic nature. The only solution to this is to identify any intruding animal or human in the prohibited areas and inform the forest authorities from which they can take a appropriate action.
Try Now

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Prani Rakshak

Prani Rakshak is a Wildlife species identification and Alarm signalling web app.
Whenever wild animals intrude human areas, the animals are beaten,killed or hunted for self-defense or poaching. Else the animals attack people because of their basic nature. The only solution to this is to identify any intruding animal or human in the prohibited areas and inform the forest authorities from which they can take a appropriate action.

How it works?!

Protected areas already have CCTV cameras or cameras can be installed in places close to forest areas.
Our model can be installed in the monitoring devices of footages recieved from these cameras.
The robust model can easily detect the animals it is trained upon from the live feed recieved from the cameras.
When animals are detected from the cameras, the system can automatically send an email/or any other alarming system to inform the nearest forest authorities.

Below is the demo of my work!
Upload image, video or use live camera and the model will detect the appropriate ones from the classes:-
Elephant, Tiger, Lion,Panda, Bear, Monkey, Deer and Human.

Demo

Image Classification

This currently uses CNN

Features

Ease Of Use
Simple, elegant and mobile-compatible interface.
Saves Manual Labour
It saves a tremendous amount of time for biology researchers and the human volunteers that help by labeling images.
Thus it dramatically reduces the cost to gather valuable information from wild habitats.
Brilliant Accuracy
It identifies animals in the input images and gives results with bounding boxes with an accuracy of 96%.
Fully Automatic Animal Spotting System
It can automatically identify species of animals in the input images and can easily give truly real-time results.
Species identification
Bounding box species identification of the input image for 11 species that include Butterfly, Elephant, Tiger, Lion, Horse, Panda, Bear, Monkey, Dog, Deer and Human.
Ease Of Use
Simple, elegant and mobile-compatible interface.
Saves Manual Labour
It saves a tremendous amount of time for biology researchers and the human volunteers that help by labeling images.
Thus it dramatically reduces the cost to gather valuable information from wild habitats.
Brilliant Accuracy
It identifies animals in the input images and gives results with bounding boxes with an accuracy of 96%.
Fully Automatic Animal Spotting System
It can automatically identify species of animals in the input images and can easily give truly real-time results.
Species identification
Bounding box species identification of the input image for 11 species that include Butterfly, Elephant, Tiger, Lion, Horse, Panda, Bear, Monkey, Dog, Deer and Human.
Ease Of Use
Simple, elegant and mobile-compatible interface.
Saves Manual Labour
It saves a tremendous amount of time for biology researchers and the human volunteers that help by labeling images.
Thus it dramatically reduces the cost to gather valuable information from wild habitats.
Brilliant Accuracy
It identifies animals in the input images and gives results with bounding boxes with an accuracy of 96%.
Fully Automatic Animal Spotting System
It can automatically identify species of animals in the input images and can easily give truly real-time results.
Species identification
Bounding box species identification of the input image for 11 species that include Butterfly, Elephant, Tiger, Lion, Horse, Panda, Bear, Monkey, Dog, Deer and Human.

At a Glance

TensorFlow.js is an amazing library
You can make cool projects and test it out yourselves. View how the model works on videos captured by camera traps throughout the world!

Note: Model can only identify the animals on which it is trained on.

Prani Rakshak

CNNV8?

Prani Rakshak

CNN?

CNN?

CNNV8?

Prani Rakshak

Prani Rakshak

How it works?!

Below is the demo of my work!
Upload image, video or use live camera and the model will detect the appropriate ones from the classes:-
Elephant, Tiger, Lion,Panda, Bear, Monkey, Deer and Human.

Demo

Features

Ease Of Use

Saves Manual Labour

Brilliant Accuracy

Fully Automatic Animal Spotting System

Species identification

Ease Of Use

Saves Manual Labour

Brilliant Accuracy

Fully Automatic Animal Spotting System

Species identification

Ease Of Use

Saves Manual Labour

Brilliant Accuracy

Fully Automatic Animal Spotting System

Species identification

At a Glance

Keras

Colab

CNNV8?

Prani Rakshak

CNN?

CNN?

CNNV8?

Prani Rakshak

Prani Rakshak

How it works?!

Below is the demo of my work!Upload image, video or use live camera and the model will detect the appropriate ones from the classes:- Elephant, Tiger, Lion,Panda, Bear, Monkey, Deer and Human.

Demo

Features

Ease Of Use

Saves Manual Labour

Brilliant Accuracy

Fully Automatic Animal Spotting System

At a Glance

Keras

Colab

Below is the demo of my work!
Upload image, video or use live camera and the model will detect the appropriate ones from the classes:-
Elephant, Tiger, Lion,Panda, Bear, Monkey, Deer and Human.