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Evan's Projects

albumentations icon albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

ams icon ams

Adaptive Model Streaming for real-time video inference on edge devices

annotate icon annotate

Scripts to annotate images using https://github.com/wkentaro/labelme

arcface_pytorch icon arcface_pytorch

pytorch implementation of the arcface paper, primarily for inference

caffe_mod icon caffe_mod

modified version of caffe which support DeconvNet and DecoupledNet

clip icon clip

Contrastive Language-Image Pretraining

co3d icon co3d

Tooling for the Common Objects In 3D dataset.

coco-classes-mapping icon coco-classes-mapping

mapping between the paper's object classes (91 classes) to the dataset object classes (80 classes)

cocoapi icon cocoapi

COCO API - Dataset @ http://cocodataset.org/

cocojson icon cocojson

Utility scripts for COCO json annotation format

constrainopt icon constrainopt

example codes to use scipy's minimize function to do constrained optimization

croppy icon croppy

simple python tool to crop images

decord icon decord

An efficient video loader for deep learning with smart shuffling that's super easy to digest

det2 icon det2

Objectification for detectron2 inference

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

docker-cv-suite icon docker-cv-suite

Docker for a suite of commonly used computer vision/machine learning libraries

f2b icon f2b

when the frame is too big

facemoji icon facemoji

simple python programme to anonymise faces with emojis

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