Can I use ImageNet for commercial?

The competition rules says the license of anything(code/library/dataset/pretrained models) we are using should be available for commercial use. And it looks like imagenet is for non-commercial only. Also note that many pre-trained models in library model zoos(including torchvision.

Can I use this publicly available dataset to build commercial AI software most likely not?

Most likely not. Publicly available datasets are one of the key drivers for commercial AI software. However, unlike standardized Open Source Software (OSS) licenses, existing dataset licenses are defined in an ad-hoc manner and do not clearly outline the rights and obligations associated with their usage.

What kind of images are in ImageNet dataset?

The Tiny ImageNet dataset has 100,000 images across 200 classes. Each class has 500 training images, 50 validation images, and 50 test images. Thus, the dataset has 10,000 test images.

What is in the ImageNet dataset?

The ImageNet dataset contains 14,197,122 annotated images according to the WordNet hierarchy. Since 2010 the dataset is used in the ImageNet Large Scale Visual Recognition Challenge (ILSVRC), a benchmark in image classification and object detection.

How do I access Imagenet?

Go to https://www.kaggle.com/c/imagenet-object-localization-challenge and click on the data tab. You can use the Kaggle API to download on a remote computer, or that page to download all the files you want directly. There, they provide both the labels and the image data.

Can PyTorch be used for commercial use?

Both are open source Python libraries that use graphs to perform numerical computation on data. Both are used extensively in academic research and commercial code.

Does ImageNet include people?

An assessment of the 1.4 million images included in the ImageNet Large Scale Visual Recognition Challenge (ILSVRC) dataset found that 17\% of the images contain faces, despite the fact that only three of 1,000 categories in the dataset mention people.

How do I access ImageNet?

What is Ilsvrc?

The ImageNet Large Scale Visual Recognition Challenge, or ILSVRC, is an annual competition that uses subsets from the ImageNet dataset and is designed to foster the development and benchmarking of state-of-the-art algorithms.

How does ImageNet process?

Steps to pre-processing the full ImageNet dataset

1. Verify that you have space on the download target.
2. Set up the target directories.
3. Register on the ImageNet site and request download permission.
4. Download the dataset to local disk or Compute Engine VM.
5. Run the pre-processing and upload script.

Can I use TensorFlow for commercial use?

Yes, TensorFlow is an open-source framework is free for commercial use also.

What is a torch tensor?

A torch. Tensor is a multi-dimensional matrix containing elements of a single data type. Torch defines eight CPU tensor types and eight GPU tensor types: Data type. dtype.