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Zili Peng's Projects

fastdup icon fastdup

FastDup is a tool for gaining insights from a large image collection. It can find anomalies, duplicate and near duplicate images, clusters of similaritity, learn the normal behavior and temporal interactions between images. It can be used for smart subsampling of a higher quality dataset, outlier removal, novelty detection of new information to be sent for tagging. FastDup scales to millions of images running on CPU only.

favos icon favos

Demo code of the paper "Fast and Accurate Online Video Object Segmentation via Tracking Parts", in CVPR 2018

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.

fcn.tensorflow icon fcn.tensorflow

Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)

gaussian_yolov3 icon gaussian_yolov3

Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving (ICCV, 2019)

gmf icon gmf

GPU-based mean field inference

graphcmr icon graphcmr

Repository for the paper "Convolutional Mesh Regression for Single-Image Human Shape Reconstruction"

hed icon hed

code for Holistically-Nested Edge Detection

hmr icon hmr

Project page for End-to-end Recovery of Human Shape and Pose

homogenus icon homogenus

Human Gender Classifier for Expressive Body Capture

icnet icon icnet

ICNet for Real-Time Semantic Segmentation on High-Resolution Images, ECCV2018

img2pose icon img2pose

The official PyTorch implementation of img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation - CVPR 2021

inpaint icon inpaint

:pencil2: Inpaint is a C++ library providing image inpainting algorithms

inpainting_gmcnn icon inpainting_gmcnn

Image Inpainting via Generative Multi-column Convolutional Neural Networks

json2yolo icon json2yolo

Convert JSON datasets into YOLO (darknet) format.

keras-resnext icon keras-resnext

Implementation of ResNeXt models from the paper Aggregated Residual Transformations for Deep Neural Networks in Keras 2.0+.

labelgo-yolov5autolabelimg icon labelgo-yolov5autolabelimg

💕YOLOV5 semi-automatic annotation tool (Based on labelImg)💕一个基于labelImg及YOLOV5的图形化半自动标注工具

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