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interviewfaq

面试常见问题总结

keras-daily-sales-forecast

A Daily Sales Forecast using Keras with Tensorflow is performed. Predicted sales model take into account Day of the Week, Day of the Month, Week of the Month, Week of the Year, Year of the Month and could be easily improved using Holidays. Accuracy obtained over 92%. The current NN model has proved to improve performance over ARIMA models.

lab

[CVPR 2018] Look at Boundary: A Boundary-Aware Face Alignment Algorithm

learning2ask_typeddecoder

light-weight-face-anti-spoofing

towards the solving spoofing problem

loftr

Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021

lstm_for_salse_prediction

[Univariate time series problem] Use lstm to predict sales

mask_rcnn

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

metaner-icl

mmdetection

Open MMLab Detection Toolbox and Benchmark

mobileface

A face recognition solution on mobile device.

mobilefacenet-v2

improve the accuracy of mobilefacenet(insight face)

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

onepose-6dof

Code for "OnePose: One-Shot Object Pose Estimation without CAD Models", CVPR 2022

openai-quickstart-python

Python example app from the OpenAI API quickstart tutorial

orb_slam3-ar-locarion

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

paddledetection

Object detection and instance segmentation toolkit based on PaddlePaddle.

paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle （practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices）

paddleseg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, etc.

pascal2coco

This script is used to transform pascal voc format(.xml) to COCO format(.json)

pixeldtgan

A torch implementation of "Pixel-Level Domain Transfer"

pixellib-instance

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

portrait_matting

Implementation of "Automatic Portrait Segmentation" and "Deep Automatic Portrait Matting" with Chainer.

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

py-r-fcn

R-FCN with joint training and python support

real-sr

Real-World Super-Resolution via Kernel Estimation and Noise Injection

refinedet

Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018

remove_bg

Rembg is a tool to remove images background.

rignet-3d-anination

Code for SIGGRAPH 2020 paper "RigNet: Neural Rigging for Articulated Characters"

rnnpose-6dof

RNNPose: Recurrent 6-DoF Object Pose Refinement with Robust Correspondence Field Estimation and Pose Optimization, CVPR 2022