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davidfjsmith's Projects

cgal icon cgal

The public CGAL repository, see the README below

cntk-hotel-pictures-classificator icon cntk-hotel-pictures-classificator

This POC is using CNTK 2.1 to train model for multiclass classification of images. Our model is able to recognize specific objects (i.e. toilet, tap, sink, bed, lamp, pillow) connected with picture types we are looking for. It plays a big role in a process which will be used to classify pictures from different hotels and determine whether it's a picture of bathroom, bedroom, hotel front, swimming pool, bar, etc.

colmap icon colmap

COLMAP - Structure-from-Motion and Multi-View Stereo

edge_detection icon edge_detection

A program that applies edge detection to any image files in pgm format in the same directory of the project. It applies Prewitt and Sobel filters and a global threshold to each image.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

meshlab icon meshlab

The open source mesh processing system

mont40 icon mont40

Mont40开源内容,包含外壳,定位板图纸

mvsnerf icon mvsnerf

[ICCV 2021] Our work presents a novel neural rendering approach that can efficiently reconstruct geometric and neural radiance fields for view synthesis.

nemonet icon nemonet

Neural Net trained to recognize pictures of fish wildlife + Nemo

pointnerf icon pointnerf

Point-NeRF: Point-based Neural Radiance Fields

pyedge icon pyedge

Implements the Sobel, Roberts, and Prewitt edge detection operators.

rcnn icon rcnn

implementations of Recurrent Convolutional Neural Network for object recognition

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