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december-boy's Projects

st-resnet icon st-resnet

Code release for "Spatiotemporal Residual Networks for Video Action Recognition", NIPS16 & "Spatiotemporal Multiplier Networks for Video Action Recognition", CVPR17.

stnbhwd icon stnbhwd

Modules for spatial transformer networks (BHWD layout)

style-transfer icon style-transfer

An implementation of "A Neural Algorithm of Artistic Style" by L. Gatys, A. Ecker, and M. Bethge. http://arxiv.org/abs/1508.06576.

tbcf icon tbcf

Tracking Benchmark for Correlation Filters

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-grad-cam icon tensorflow-grad-cam

Tensorflow Slim Grad-Cam to Explain Neural Network Predictions with Heatmap or Shading

text_objseg icon text_objseg

Code release for Hu et al. Segmentation from Natural Language Expressions. in ECCV, 2016

tf-pose-estimation icon tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architecture for fast inference.

tfclassifier icon tfclassifier

Tensorflow based training and classification scripts for text, images, etc

tflearn icon tflearn

Deep learning library featuring a higher-level API for TensorFlow.

tfusion icon tfusion

CVPR2018: Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatio-temporal Patterns

toolbox icon toolbox

(To be continued)various tools included such as label-tools , data-augmentation , etc.

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