Why joining this Challenge?

Practicing
Object Detection

You will train a machine learning model using a dataset of annotated images or videos to identify and locate specific objects within an image or video.




Applying YOLO +
COCO

You will use YOLOv5 algorithm to train a model for Object Detection and Classification on COCO dataset containing 80 different classes of objects.


Presenting Results in
Video Output

You will present your output by making predictions on 20 randomly chosen images and creating a video by concatenating them in a random sequence.

What is Object Detection?


Object detection is a computer technology related to computer vision and image processing that deals with detecting instances of semantic objects of a certain class (such as humans, buildings, or cars) in digital images and videos with a bounding box.


Object detection algorithms typically leverage machine learning, deep learning and convolutional neural networks (CNN) to produce meaningful features from input images and classify them into various object classes.

Object Detection Use Cases

Autonomous Driving

Object Detection enables vehicles to perceive and understand their environment, make decisions and navigate to their destination without human input.

Video Surveillance

Used to identify and track objects of interest in real-time, such as people, vehicles, and other objects, to help detect and prevent crime, monitor traffic, and improve safety

Defect Detection

Identify manufacturing, surface or packaging defects to improve quality control, reduce rework and waste, as well as increase production efficiency.

Medical Image Analysis

Automatically extract meaningful information from medical images such as X-rays, CT scans, and MRI, in order to assist medical professionals to make decisions.

Contactless Checkout

Charge customers based on their purchase, by analyzing the images and data captured from cameras, RFID, and other sensors, without the need of physical interaction.

Object Counting

Detect and count objects in an image or video, such as people, vehicles, or products to track inventory, monitor traffic flow, or conduct research.