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nmxnql's Projects

caffe2 icon caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

cihp_pgn icon cihp_pgn

Code repository for Part Grouping Network, ECCV 2018

cocoapi icon cocoapi

COCO API - Dataset @ http://cocodataset.org/

csrnet-pytorch icon csrnet-pytorch

CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes

cyclegan-tensorflow icon cyclegan-tensorflow

Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf

deep_sort icon deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

drbox icon drbox

A deep learning based algorithm to detect rotated object, for example, objects in remote sensing images

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

keras-yolo2 icon keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

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