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panky8070's Projects

3d-cnn-keras icon 3d-cnn-keras

http://learnandshare645.blogspot.hk/2016/06/3d-cnn-in-keras-action-recognition.html

acurustrack icon acurustrack

A multi-object tracking component. Works in the conditions where identification and classical object trackers don't (e.g. shaky/unstable camera footage, occlusions, motion blur, covered faces, etc.). Works on any object despite their nature.

apricot icon apricot

apricot implements submodular selection for the purpose of selecting subsets of massive data sets to train machine learning models quickly.

biconvlstm_violence_detection icon biconvlstm_violence_detection

This Pytorch repo uses BiConvLSTM in a Spatiotemporal Encoder to detect violence in Videos. Three benchmark datasets namely Hockey, Movies and Violent Flows were used in this work.

binarynet icon binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

convarc icon convarc

PyTorch implementation of Attentive Recurrent Comparators

deep-speaker icon deep-speaker

Deep Speaker: an End-to-End Neural Speaker Embedding System https://arxiv.org/pdf/1705.02304.pdf

deep_sort icon deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deepfacelab icon deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

deepid icon deepid

deep face recognition algorithm

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

deeponeclass icon deeponeclass

Deep learning based one class classification code targeting one class image classification. Tests carried out on Abnormal image detection, Novel image detection and Active Authentication reported state of the art results.

depth-from-focus icon depth-from-focus

Capture a sequence of images with different focus settings, use these images to find the depth for each pixel in the scene, and then use this depth map to estimate an all-in focus image

dls icon dls

Deep Learning Studio is a GUI based deep learning platform for designing, training and evaluating artificial neural networks without programming skills.

dncnn icon dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

dpln-emseg icon dpln-emseg

The final project of ECBM-4040-Neural Networks and Deep Learning in Columbia University. Learning-based EM image segmentation (based on PyraMid-LSTM)

drn icon drn

Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution

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