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Search results for pytorch augmentation

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Universal Segmentation Baseline Kaggle Airbus Ship Detection ⭐ 8

This repo contains full solution for the challenge: from datasets creation to training and creating submit file. Moreover it can be used as a universal high-quality baseline solution for any segmentation task.

Developing a well-documented repository for the Lung Nodule Detection task on the Luna16 dataset. This work is inspired by the ideas of the first-placed team at DSB2017, "grt123".

Hybrid_augment ⭐ 7

[ICCV 2023] HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness

Official code for our SIBGRAPI 2020 paper: "IDA: Improved Data Augmentation Applied to Salient Object Detection"

Uniformaugment ⭐ 6

Unofficial PyTorch Reimplementation of UniformAugment.

Fast Audiomentations ⭐ 6

⚡ Blazing fast audio augmentation in Python, powered by GPU for high-efficiency processing in machine learning and audio analysis tasks.

My_uda_pytorch ⭐ 6

Mind_the_bend ⭐ 6

vision based deep learning for racing games 🏎️

Fastai.pytorch.from.scratch ⭐ 6

I am implementing from scratch the tools, techniques and best practices I learnt from fast.ai's 2017 offering.

Single_shot_detection ⭐ 6

Single shot object detection in PyTorch

Deep Learning Resources ⭐ 5

Curated list of DL Resources [Updated 2019]

Aerialseg ⭐ 5

A collection of algorithm pipelines for segmentation of aerial imagery implemented by PyTorch.

Data Augmentation By Image Transforms ⭐ 5

A summary of image transformations is done with Pytorch, which implements data augmentation to improve generalization ability.

PyTorch Implementation of CIFAR-10 Image Classification Pipeline Using VGG Like Network

Data Augmentation optimized for GAN

Augment Efficientdet Anchorfree ⭐ 5

Grauating Paper 🍱augmentation of efficientdet FOR AUTO-DRIVING

Autoaugment_detection ⭐ 5

Unofficial Pytorch implementation of the paper 'Learning Data Augmentation Strategies for Object Detection'

Srcnn_pytorch_htm ⭐ 5

SRCNN(using pytorch)

40th_place_solution_aptos2019 Blindness Detection ⭐ 5

This repo contains my Pytorch and Fast.ai versions of codes written for the APTOS 2019 Blindness Detection Competition hosted on Kaggle. My approach got us 37th place on the private leaderboard.

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