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ludas's Projects

amc icon amc

[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices

audio-classification icon audio-classification

:musical_score: Environmental sound classification using Deep Learning with extracted features

caffe icon caffe

Caffe: a fast open framework for deep learning.

clip icon clip

Contrastive Language-Image Pretraining

crowdcount-cascaded-mtl icon crowdcount-cascaded-mtl

Single Image Crowd Counting (CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting)

cutout icon cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

dalle-mini icon dalle-mini

DALL·E Mini - Generate images from a text prompt

dalle2-pytorch icon dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

deeplab-public-ver2 icon deeplab-public-ver2

This repo was mirrored from here: https://bitbucket.org/aquariusjay/deeplab-public-ver2

deeplabv3 icon deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

dropblock icon dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

ds icon ds

cpp deep_sort: C++ implementation of Simple Online Realtime Tracking with a Deep Association Metric

experimenting-with-sort icon experimenting-with-sort

Experimenting with sort different classical tracking algorithms for real time multiple object tracking (MOT)

imagen-pytorch icon imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

imgaug icon imgaug

Image augmentation for machine learning experiments.

kcfcpp icon kcfcpp

C++ Implementation of KCF Tracker

labelimg icon labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

learningtocompare_fsl icon learningtocompare_fsl

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)

llama icon llama

Inference code for LLaMA models

mindthegap icon mindthegap

Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks (ICLR 2022)

orb_slam3 icon orb_slam3

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

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