doughtmw

SideBySideCamera

An example of the Side-by-Side stereo camera setup in Unity Engine

gitignore

A collection of useful .gitignore templates

Deep_Object_Pose

Deep Object Pose Estimation (DOPE) – ROS inference (CoRL 2018)

dope_with_hand_tracking

Using DOPE and YOLO-2 based hand tracking to detect object pose.

HoloLens2ForCV

Sample code and documentation for using the Microsoft HoloLens 2 for Computer Vision research.

Efficient-AI-Backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

ghostnet.pytorch

[CVPR2020] GhostNet: More Features from Cheap Operations

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

miccai19

The Code for M2CAI19 Paper: Hard Frame Detection and Online Mapping for Surgical Phase Recognition

HoloLensCamCalib

Programs to calibrate HoloLens front-facing camera, supporting HL1 and HL2

tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

gen-efficientnet-pytorch

Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

imgaug

Image augmentation for machine learning experiments.

concfg

Import / export Windows console settings

TimeDistributedImageDataGenerator

Extension of Keras ImageDataGenerator class for TimeDistributed layer support.

keras-video-generators

Keras generators to generate sequences from videos as input

cpd

C++ implementation of the Coherent Point Drift point set registration algorithm.

learning-to-reweight-examples

Code for paper "Learning to Reweight Examples for Robust Deep Learning"

tooldetection

MTRCNet-CL

[MedIA'20]Multi-task recurrent convolutional network with correlation loss for surgical video analysis, winner algorithm at MICCAI'19 Surgical Workflow and Skill Analysis Challenge

SARAS-ESAD-Baseline

RetinaNet with different loss function types

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

GoogleImagesDownloader

Enlarge training dataset by searching images with specified keywords in google and download the presented images

google-images-download

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

Surgical-Instrument-Dataset

miccai-2016-surgical-activity-rec

Recognizing Surgical Activities with Recurrent Neural Networks

tensorflow-onnx

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX