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davidehe's Projects

addernet icon addernet

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

closed-form-matting icon closed-form-matting

Python implementation of A. Levin D. Lischinski and Y. Weiss. A Closed Form Solution to Natural Image Matting. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2006, New York

cocoapi icon cocoapi

Clone of COCO API - Dataset @ http://cocodataset.org/ - with changes to support Windows build and python3

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

fastai icon fastai

The fastai deep learning library

graphcut icon graphcut

Graph cut image segmentation with custom GUI.

hrnet-maskrcnn-benchmark icon hrnet-maskrcnn-benchmark

Object detection with multi-level representations generated from deep high-resolution representation learning (HRNetV2h).

imageprocessing100wen icon imageprocessing100wen

「画像処理100本ノック」中文版本!为图像处理初学者设计的 100 个问题。

mae icon mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mobilenetv2.pytorch icon mobilenetv2.pytorch

72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models

mobilevit-pytorch icon mobilevit-pytorch

A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer".

models icon models

Models and examples built with TensorFlow

opentsne icon opentsne

Extensible, parallel implementations of t-SNE

tensorpack icon tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

tf-hrnet icon tf-hrnet

tensorflow implementation for "High-Resolution Representations for Labeling Pixels and Regions"

yacs icon yacs

YACS -- Yet Another Configuration System

yolact icon yolact

A simple, fully convolutional model for real-time instance segmentation.

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