Filter interviews by
I applied via LinkedIn and was interviewed in Nov 2024. There was 1 interview round.
Chose Yolo for its real-time processing speed and simplicity compared to two-stage detectors.
Yolo is faster than two-stage detectors as it processes the image in a single pass
Yolo is simpler to implement and train compared to two-stage detectors like Faster R-CNN
Yolo is more suitable for real-time applications where speed is crucial, such as autonomous driving or video surveillance
Developed a machine learning model to predict customer churn for a telecom company.
Used Python and scikit-learn for data preprocessing and model building
Performed feature engineering to extract relevant information from customer data
Evaluated model performance using metrics like accuracy, precision, and recall
Implement IOU function for evaluating object detection models.
Calculate the area of overlap between two bounding boxes.
Calculate the area of union between two bounding boxes.
Divide the area of overlap by the area of union to get IOU.
IOU = Area of Overlap / Area of Union
Example: Bounding Box 1 (x1, y1, x2, y2) = (0, 0, 4, 4), Bounding Box 2 (x1, y1, x2, y2) = (2, 2, 6, 6)
Implementing a dataset for object detection involves collecting and labeling images with bounding boxes around objects of interest.
Collect a diverse set of images containing the objects you want to detect
Label the objects in the images with bounding boxes to indicate their location
Split the dataset into training, validation, and test sets for model evaluation
Augment the dataset by applying transformations like rotation...
I applied via Naukri.com and was interviewed in Jun 2024. There was 1 interview round.
I applied via LinkedIn and was interviewed in Apr 2024. There was 1 interview round.
There were two Python questions, difficulty level was average.
Top trending discussions
posted on 27 Feb 2024
Given the API rand7() that generates a uniform random integer in the range [1, 7], write a function rand10() that generates a uniform random integer in the range [1, 10]. You can only call the API rand7(), and you shouldn't call any other API. Please do not use a language's built-in random API.
The ISO/OSI model is a conceptual framework that standardizes the functions of a communication system into seven layers.
The ISO/OSI model stands for International Organization for Standardization/Open Systems Interconnection model.
It is a layered model that helps in understanding and designing network protocols.
The seven layers are: Physical, Data Link, Network, Transport, Session, Presentation, and Application.
Each la...
To lock a file in Linux, use the flock command or the fcntl system call.
The flock command can be used to lock a file by acquiring an exclusive or shared lock.
The fcntl system call can be used to lock a file by setting the F_SETLK or F_SETLKW command.
Locking a file prevents other processes from modifying or accessing it until the lock is released.
Locking can be done at the file level or at specific regions within a file...
CSS stands for Cascading Style Sheets. It is used to style the appearance of HTML elements on a webpage.
CSS helps in separating the content of a webpage from its design, making it easier to maintain and update.
It allows for consistent styling across multiple pages of a website.
CSS can be used to control layout, colors, fonts, and other visual aspects of a webpage.
It enables responsive design, making websites adapt to d...
To find a loop in a linked list, we can use the Floyd's cycle-finding algorithm.
Use two pointers, one moving at a speed of one node at a time and the other at a speed of two nodes at a time.
If there is a loop, the two pointers will eventually meet at the same node.
To find the starting point of the loop, move one pointer back to the head and then move both pointers at a speed of one node at a time.
The point where they m...
I enjoy exploring new technologies, solving complex problems, and collaborating with others to create innovative solutions.
Exploring new technologies
Solving complex problems
Collaborating with others
Creating innovative solutions
I was interviewed in Sep 2016.
based on 3 interviews
Interview experience
based on 1 review
Rating in categories
Software Engineer
18
salaries
| ₹0 L/yr - ₹0 L/yr |
Machine Learning Engineer
17
salaries
| ₹0 L/yr - ₹0 L/yr |
QA Engineer
8
salaries
| ₹0 L/yr - ₹0 L/yr |
Software Developer
4
salaries
| ₹0 L/yr - ₹0 L/yr |
Associate Software Engineer
4
salaries
| ₹0 L/yr - ₹0 L/yr |
Canon
Nikon
Sony
Samsung