Project Name	Stars	Most Recent Commit	Open Issues	License	Language
Computervision Recipes	9,225	3 months ago	66	mit	Jupyter Notebook
Best Practices, code samples, and documentation for Computer Vision.
Groupimg	215	7 months ago	2	mit	Python
A script in python to organize your images by similarity.
Legobrickclassification	31	3 years ago	1		Python
Repository to identify Lego bricks automatically only using images
Label Embeddings In Image Classification	17	6 years ago			Python
Convolutional Neural Networks (CNNs) are being widely used for various tasks in Computer Vision. We focus on the task of image classification particularly using CNNs with more focus on the relation or similarity between class labels. The similarity between labels is judged using label word embeddings and incorporated into the loss layer. We propose that shallower networks be learnt with more complex and structured losses, in order to gain from shorter training time and equivalent complexity. We train two variants of CNNs with multiple architectures , all limited to a maximum of ten convolution layers to obtain an accuracy of 93.27% on the Fashion-MNIST dataset and 86.40% on the CIFAR 10 dataset. We further probe the adversarial robustness of the model as well the classspecific behavior by visualizing the class confusion matrix.We also show some preliminary results towards extending a trained variant to zero-shot learning.
Bsnet	12	3 years ago		mit	Python
Code release for the paper BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification. (TIP2020)
Sisyphus	5	4 years ago		mit	Python
Scene similarity for weak object discovery & classification

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Computervision Recipes ⭐ 9,225

Best Practices, code samples, and documentation for Computer Vision.

most recent commit 3 months ago

Groupimg ⭐ 215

A script in python to organize your images by similarity.

most recent commit 7 months ago

Legobrickclassification ⭐ 31

Repository to identify Lego bricks automatically only using images

most recent commit 3 years ago

Label Embeddings In Image Classification ⭐ 17

Convolutional Neural Networks (CNNs) are being widely used for various tasks in Computer Vision. We focus on the task of image classification particularly using CNNs with more focus on the relation or similarity between class labels. The similarity between labels is judged using label word embeddings and incorporated into the loss layer. We propose that shallower networks be learnt with more complex and structured losses, in order to gain from shorter training time and equivalent complexity. We

most recent commit 6 years ago

Bsnet ⭐ 12

Code release for the paper BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification. (TIP2020)

most recent commit 3 years ago

Sisyphus ⭐ 5

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