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Name: echo

Type: User

Company: Shanghai Electrical Apparatus Research Institute (Group) Co., Led.

Bio: Stay hungry ,Stay foolish.

Location: Shanghai

echo's Projects

action-recognition-using-deep-residual-networks

Video Action Recognition using RESNET pretrained on Imagenet for UCF 101 dataset

attention_network_with_keras

An example attention network with simple dataset.

cvpr18-sftgan

Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform (CVPR 2018) http://mmlab.ie.cuhk.edu.hk/projects/SFTGAN/

eeds-keras

End-to-End Image Super-Resolution via Deep and Shallow Convolutional Networks

expression-net

Deep 3DMM facial expression parameter extraction

facial-expression-prediction

Facial Expression Prediction with Deep Learning

fgsd

Graph Feature Representation/Vector Based On The Family Of Graph Spectral Distances (NIPS 2017).

five-video-classification-methods

Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

Global Terrorism Database (GTD) is an open-source database including information on terrorist events around the world from 1970 through 2016. Some portion of the attacks have not been attributed to a particular terrorist group. Model that can predict what group may have been responsible for an incident.

global_terrorist_data

Dataset:- Global Terrorism Database The Global Terrorism Database (GTD) is an open-source database including information on terrorist attacks around the world from 1970 through 2016 which Includes information on more than 83,000 bombings, 18,000 assassinations, and 11,000 kidnappings. For each GTD incident, information is available on the date and location of the incident, the weapons used and nature of the target, the number of casualties, and--when identifiable--the group or individual responsible. Analysing this database will help us understand what was the most commonly weapon used in the attack, which organization is responsible for most of the attacks We can also know on what basis these terrorists select their location.