What is Lightly?
Data labeling is time-consuming and can be very expensive. Lightly tells companies which data to label to have the biggest impact on model accuracy while saving time and costs.
Lightly is a tool in the Image Optimization category of a tech stack.
Key Features
Save money on your data related costs by removing redundanciesReduce overfitting and improve generalization by diversifying your dataset
Lightly Pros & Cons
Pros of Lightly
No pros listed yet.
Cons of Lightly
No cons listed yet.
Lightly Alternatives & Comparisons
What are some alternatives to Lightly?
TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
PyTorch
PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.
OpenCV
OpenCV was designed for computational efficiency and with a strong focus on real-time applications. Written in optimized C/C++, the library can take advantage of multi-core processing. Enabled with OpenCL, it can take advantage of the hardware acceleration of the underlying heterogeneous compute platform.
