Insik Kim

Add Inception and Inception-ResNet-v2 Network Visualization

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Due to popularity of inception network, let's see if it is possible visualizing inception network with GradCAM.

grad-cam visualization is good because it does not force model to be in a certain way. However, current implementation is heavily coupled with inference model. It prevents users to easily...

Table 3. CPC comparision, ResNet 50 design choice

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Thank you for sharing your code. I'm happy to try this seemingly attractive representation learning idea on a different backbone. e.g. ResNet50. Gladly, you mentioned ResNet50 on Table3 in your...

Tensorflow slim Resnet101_v1 support

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I added additional notebook for demo of tf-resnet support. Please review the result, and merge into this repo. Tensorflow support will definitely help deep learning community. Thank you for sharing...

fix build error

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fix build error caused by wrong filename, and filepath.

Reproducing benchmark results on Oxford 5k dataset

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Thank you for sharing your source code. It is really helpful to promote CBIR research community. From disclaimer you mentioned that this source code can be differ from the codes...

Add Python binding for FSM with 5DOF

# Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations by Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Teddy Furon, Ondrej Chum https://arxiv.org/abs/1611.05113 

# SIFT Meets CNN: A Decade Survey of Instance Retrieval (last update 17.05) by Liang Zheng, Yi Yang, Qi Tian https://arxiv.org/abs/1608.01807 

Many people use FLANN to do k-means clustering When I tried python binding for the library, it uses only single core. So I concluded it is slow somehow in python....