Gerin Tang's repositories

Something-Important

Some tutorials, codes, and datasets

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Background-Matting

Background Matting: The World is Your Green Screen

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BBox-Label-Tool

A simple tool for labeling object bounding boxes in images

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Center-and-Scale-Prediction-CSP-Pytorch

Pytorch implementation of CSP

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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

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CSP

High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection, CVPR, 2019

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csp.pytorch

A pytorch reimplementation of liuwei16/CSP, their trained keras weights are loaded in pytorch.

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DeepInversion

Dreaming to distill: Data-free knowledge transfer via DeepInversion (CVPR 2020)

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Fed_ABIDE

impelmentation of https://arxiv.org/pdf/2001.05647.pdf

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imagecluster

Cluster images based on image content using a pre-trained deep neural network, optional time distance scaling and hierarchical clustering.

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knn-matting

Python implementation of KNN Matting, CVPR 2012 / TPAMI 2013 http://dingzeyu.li/projects/knn/

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mAP

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

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niqe

NIQE for IQA in python..

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PaQ-2-PiQ

Source code for "From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality"

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Pedestron

[Pedestron] Pedestrian Detection: The Elephant In The Room. On ArXiv 2020

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pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

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tpu

Reference models and tools for Cloud TPUs.

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UNIT

Unsupervised Image-to-Image Translation

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waymo-open-dataset

Waymo Open Dataset

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