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machine-learning-articles

Monthly Series - Top 10 Machine Learning Articles

mannequinchallenge

Inference code and trained models for "Learning the Depths of Moving People by Watching Frozen People."

manydepth

[CVPR 2021] Self-supervised depth estimation from short sequences

midas

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2020"

mmcv

Open MMLab Computer Vision Foundation

mmdetection

OpenMMLab Detection Toolbox and Benchmark

movinet-pytorch

MoViNets PyTorch implementation: Mobile Video Networks for Efficient Video Recognition;

ms-tcn

nv12_scale

resizing NV12 format image using Nearest Neighbor Interpolation and Bilinear interpolation algorithms

opencv

Open Source Computer Vision Library

paper-board

paper_seacher

where where where paper

penet_icra2021

ICRA 2021 "Towards Precise and Efficient Image Guided Depth Completion"

personal-human-related-paper-record

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch_bn_fusion

Batch normalization fusion for PyTorch

real-time-gesrec

Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101

scienceplots

Matplotlib styles for scientific plotting

scut-dhga

Dynamic Hand Gesture Authentication Dataset and Benchmark

segcaps

Official Implementation of the Paper "Capsules for Object Segmentation".

semantic-segmentation-suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

senet

Squeeze-and-Excitation Networks

senet-caffe

A Caffe Re-Implementation of SENet

sknet

sparse-to-dense.pytorch

ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (PyTorch Implementation)

structure_knowledge_distillation

The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.

tensorflow-build

TensorFlow binaries supporting AVX, FMA, SSE

tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

the_bilateral_solver

Fast Bilateral Solver implementation with C++ and demos