ImageNetV2
A new test set for ImageNet (by modestyachts)
tensorflow-image-models
TensorFlow port of PyTorch Image Models (timm) - image models with pretrained weights. (by martinsbruveris)
| ImageNetV2 | tensorflow-image-models | |
|---|---|---|
| 1 | 1 | |
| 225 | 280 | |
| 0.9% | - | |
| 2.1 | 2.5 | |
| about 1 year ago | 21 days ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ImageNetV2
Posts with mentions or reviews of ImageNetV2.
We have used some of these posts to build our list of alternatives
and similar projects.
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Assignment 2 Part C.3 - Which Dataset?
Part C.3 seems to expect us the use the ImageNet dataset, but ImageNet is not publicly available anymore - it can only be downloaded from here: http://image-net.org/download-images, and you need to sign up for it. What dataset are we expected to use for the question then - would using ImageNetV2 (https://github.com/modestyachts/ImageNetV2) be fine? Would it be okay to split this up into a train set and test set (with the test set having a length of 128 as requested in the question), and use the test set for evaluation and the train set for retraining our modified AlexNet model?
tensorflow-image-models
Posts with mentions or reviews of tensorflow-image-models.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-11-22.
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Pretrained vision transformers in Tensorflow.
Let me introduce TensorFlow Image Models (tfimm), a TF port of the PyTorch timm library, which in version v0.1.1 provides 37 pretrained vision transformers of the ViT and DeiT varieties.
What are some alternatives?
When comparing ImageNetV2 and tensorflow-image-models you can also consider the following projects:
pytorch-image-models - The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more