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Dennis's Projects

keras-yolo2-1 icon keras-yolo2-1

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).

keras-yolo3 icon keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

keras-yolov3-model-set icon keras-yolov3-model-set

end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies

kissfft icon kissfft

a Fast Fourier Transform (FFT) library that tries to Keep it Simple, Stupid

kubeflow icon kubeflow

Machine Learning Toolkit for Kubernetes

labelimg icon labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

labelme icon labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

leetcode icon leetcode

Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.

libfacedetection icon libfacedetection

An open source library for face detection in images. The face detection speed can reach 1500FPS.

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

lucid icon lucid

A collection of infrastructure and tools for research in neural network interpretability.

maml icon maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

maml-pytorch icon maml-pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

mask_rcnn icon mask_rcnn

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

massivemimobook icon massivemimobook

Book PDF and simulation code for the monograph "Massive MIMO Networks: Spectral, Energy, and Hardware Efficiency" by Emil Björnson, Jakob Hoydis and Luca Sanguinetti, published in Foundations and Trends in Signal Processing, 2017.

matchlib icon matchlib

SystemC/C++ library of commonly-used hardware functions and components for HLS.

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