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Dushyant Mehta's Projects

aisg-ccss icon aisg-ccss

Automatically exported from code.google.com/p/aisg-ccss

human-renderer icon human-renderer

Rendering human poses from sequential data using Python3 and MakeHuman

poseestimation icon poseestimation

Experimenting with some ways of solving the 3D-2D pose estimation problem. Uses Eigen for linear algebra

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

selecsls-pytorch icon selecsls-pytorch

Reference ImageNet implementation of SelecSLS CNN architecture proposed in the SIGGRAPH 2020 paper "XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera". The repository also includes code for pruning the model based on implicit sparsity emerging from adaptive gradient descent methods, as detailed in the CVPR 2019 paper "On implicit filter level sparsity in Convolutional Neural Networks".

spatialcontext icon spatialcontext

Master's Thesis: "Encoding Spatial Context in Local Image Descriptors"

tf-simplehumanpose icon tf-simplehumanpose

TensorFlow implementation of "Simple Baselines for Human Pose Estimation and Tracking", ECCV 2018

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