manisoftwartist's starred repositories

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

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CLRS

📚 Solutions to Introduction to Algorithms Third Edition

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a-PyTorch-Tutorial-to-Object-Detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

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yolov5-face

YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)

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Awesome-Dataset-Distillation

A curated list of awesome papers on dataset distillation and related applications.

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review_object_detection_metrics

Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.

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pytorch-best-practice

A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats

sense

Enhance your application with the ability to see and interact with humans using any RGB camera.

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Portrait-Segmentation

Real-time portrait segmentation for mobile devices

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vedadet

A single stage object detection toolbox based on PyTorch

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melusine

📧 Melusine: Use python to automatize your email processing workflow

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Talk-to-Edit

Code for Talk-to-Edit (ICCV2021). Paper: Talk-to-Edit: Fine-Grained Facial Editing via Dialog.

volksdep

volksdep is an open-source toolbox for deploying and accelerating PyTorch, ONNX and TensorFlow models with TensorRT.

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remo-python

:rabbit: Python lib for remo - the app for annotations and images management in Computer Vision

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elections

Statistical anomalies in Russian elections

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NFIQ2

Optical live-scan and ink fingerprint image quality assessment tool

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Online-Face-Recognition-and-Authentication

Hsin-Rung Chou, Jia-Hong Lee, Yi-Ming Chan, and Chu-Song Chen, "Data-specific Adaptive Threshold for Face Recognition and Authentication," IEEE International Conference on Multimedia Information Processing and Retrieval, MIPR 2019

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MobileFaceNet_Tutorial_Pytorch

This repo illustrates how to implement MobileFaceNet and Arcface for face recognition task

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airflow-cert-dag-authoring

Course notes for the Astronomer Certification DAG Authoring for Apache Airflow

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dl-benchmark

Deep Learning Inference benchmark. Supports OpenVINO™ toolkit, Caffe, TensorFlow, TensorFlow Lite, ONNX Runtime, OpenCV DNN, MXNet, PyTorch, Apache TVM, ncnn, etc.

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HPLS-HFCN-openset

Paper: Towards Open-Set Face Recognition using Hashing Functions (IJCB'17)

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topcoder-facial-marathon

The Second Place Solution of Topcoder: Neptune - Facial Marathon Match

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object-detection

Software which implements state of the art object detectors

Retinaface-on-mmdetection

Implement Retinaface on mmdetection.

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pytorch-learning-rate-tuner

PyTorch Implementation of Fastai's Learning Rate Finder

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make_voc_dataset

This Repository is basically a helper repo containing a python file to help convert normal data into voc2007 style

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Turbo-EVM

A highly optimized version of EVM

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lr_finder

small script to find optimal learning rate using SGD by plotting LR vs. loss chart

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