vinbhaskara Goto Github PK

adams

Exploiting Uncertainty of Loss Landscape for Stochastic Optimization

centernet

Object detection, 3D detection, and pose estimation using center point detection:

coursera-neural-net

Assignments for Geoffrey Hinton's Neural Net Course on Coursera, translated from (gross)Matlab into (beautiful)Python.

courses

fast.ai Courses

cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

digit-speech-recognition

Using MFCC features on Speech Signals to classify Digits after matching templates by DTW. Course project at IIT Guwahati.

geometry-processing-curvature

Curvature assignment for Geometry Processing course

geometry-processing-deformation

Deformation assignment for Geometry Processing course

geometry-processing-introduction

Introductory assignment for Geometry Processing course

geometry-processing-mesh-reconstruction

Mesh Reconstruction assignment for Geometry Processing course

geometry-processing-parameterization

Parameterization assignment for Geometry Processing course

geometry-processing-registration

Registration assignment for Geometry Processing course

geometry-processing-smoothing

Smoothing assignment for Geometry Processing course

imagehash

A Python Perceptual Image Hashing Module

imitation_from_observation

Learning to Imitate Behaviors from Raw Video via Context Translation

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

keras-inceptionv4

Keras Implementation of Google's Inception-V4 Architecture (includes Keras compatible pre-trained weights)

kernelgan

malwaregan

Visualizing malware behavior, and proactive protection using GANs against zero-day attacks.

mimicry

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

papers

Personal bookmark of classic papers and online references.

polyrnn-pp-pytorch

PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-classification

Classification with PyTorch.

pytorch-deep-learning-minicourse

Minicourse in Deep Learning with PyTorch

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pytorch-playground

A fork of the tensorflow/playground for visualizing custom NNets on 2D toy datasets in PyTorch

pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

starter-academic

udacity-deep-learning-solutions

Udacity Deep Learning MOOC assignments