albumentations-team/albucore

A high-performance image processing library designed to optimize and extend the Albumentations library with specialized functions for advanced image transformations. Perfect for developers working in computer vision who require efficient and scalable image augmentation.

Language: Python - Size: 33.2 KB - Last synced: about 22 hours ago - Pushed: 2 days ago - Stars: 1 - Forks: 0

ankandrew/fast-plate-ocr

Lightweight & fast OCR models for license plate text recognition.

Language: Python - Size: 266 MB - Last synced: 8 days ago - Pushed: 9 days ago - Stars: 40 - Forks: 12

DefTruth/torchlm

💎A high level pipeline for face landmarks detection, it supports training, evaluating, exporting, inference(Python/C++) and 100+ data augmentations, can easily install via pip.

Language: Python - Size: 154 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 220 - Forks: 23

b-fakhar/CV-ImageSegmentation-CustomDataset-LabellingAutomation

This project utilizes deep learning methodologies to automate the segmentation of a dataset I curated myself, focusing on firearm-specific features within cartridge case images. By employing multi-class semantic segmentation, it aims to enhance firearm identification systems.

Language: Jupyter Notebook - Size: 902 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 0 - Forks: 0

brunobelloni/augment-coco-dataset

Apply Albumentations to COCO Dataset

Language: Python - Size: 85 KB - Last synced: 27 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

punyawat-jar/coco-augmentation

The ready-to-run image segmentation for COCO image format

Language: Python - Size: 37.1 KB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 0 - Forks: 0

bensooraj/pytorch-s9-CIFAR10

Depthwise Separable Convolution and Albumentations

Language: Jupyter Notebook - Size: 343 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

kumuji/volumentations

Augmentation package for 3d data based on albumentaitons

Language: Python - Size: 489 KB - Last synced: 19 days ago - Pushed: over 1 year ago - Stars: 36 - Forks: 2

IliaLarchenko/albumentations-demo

The service for the demonstration of transforms in Albumentations library

Language: Python - Size: 394 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 104 - Forks: 18

zenetio/synthetic-dataset-od

Synthetic dataset for Object Detection

Language: Jupyter Notebook - Size: 22.9 MB - Last synced: 2 months ago - Pushed: about 2 years ago - Stars: 4 - Forks: 0

Ishaan25-tech/Real-Time-Sign-Language-Recognition

Real Time Sign Language Recognition Using Deep Learning . An attempt to facilitate better interactions for deaf and mute people.

Language: Python - Size: 11.7 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

KiriLev/albu_scheduler

Image data augmentation scheduler for albumentations transforms

Language: Python - Size: 5.86 KB - Last synced: 4 months ago - Pushed: about 3 years ago - Stars: 19 - Forks: 1

fcakyon/augmented-maskrcnn 📦

Object detection and instance segmentation on MaskRCNN with torchvision, albumentations, tensorboard and cocoapi. Supports custom coco datasets with positive/negative samples.

Language: Python - Size: 2.18 MB - Last synced: 18 days ago - Pushed: over 3 years ago - Stars: 19 - Forks: 4

ahmedbesbes/whales-classification

My solution to the Global Data Science Challenge

Language: Jupyter Notebook - Size: 259 MB - Last synced: 12 days ago - Pushed: about 4 years ago - Stars: 36 - Forks: 15

aldente0630/state-farm-detection

State Farm Distracted Driver Detection via Image Classification

Language: Jupyter Notebook - Size: 44.5 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

minseok0809/object-detection-in-satellite-imagery Fork of aiffelthon-SIAproject-GangNam-4/for-Public

Airplane, Ship, Vehicle Detection on Satelite Imagery

Language: Jupyter Notebook - Size: 10.4 MB - Last synced: 4 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

Axik0/YOLO3-figures

CV detection task on a custom dataset with YOLO v3 algorithm

Language: Jupyter Notebook - Size: 15.3 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

AliSubhan5341/LeNet-Malaria-Microscopy

Malaria Detection Using LeNet Model on Augemented Dataset of Microscopic Images of Red Blood Cells.

Language: Jupyter Notebook - Size: 362 MB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

Perun108/Kaggle_Covid-19_X-rays_prediction

A notebook from the Kaggle competition to detect Covid-19 pneumonia from the X-ray scans

Language: Jupyter Notebook - Size: 566 KB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

OmarAdlii/Facial-tracking-System

face tracking task using deep learning

Language: Jupyter Notebook - Size: 10.7 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 1 - Forks: 0

KovalevEvgeny/age-gender-estimation

Age estimation and gender classification project

Language: Jupyter Notebook - Size: 2.11 MB - Last synced: 10 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

mhasan502/Age_Estimation

CSE465 Pattern Recognition and Neural Network Project

Language: Jupyter Notebook - Size: 2.25 MB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 1

sam-dev-coder/Albumentations

This repository contains Python code that implements an image augmentation pipeline using the albumentations library. The pipeline performs various augmentations on input images and corresponding labels and saves the augmented images and labels in separate directories.

Language: Python - Size: 2.93 KB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

AbdallaMohammed/SCSST

SCSST (Saliency Clothes Segmentation and Style Transfer), Change style of your clothes on the fly!

Language: Python - Size: 87.9 KB - Last synced: 11 months ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0

RATHOD-SHUBHAM/Augmentation

Data augmentation is a technique of artificially increasing the training set by creating modified copies of a dataset using existing data. Here is a notebook of different augmentation techniques.

Language: Jupyter Notebook - Size: 46.7 MB - Last synced: about 1 month ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

AimanHadif/albumentation-augmentation

A technique to increase the variety and robustness of the data by changing a few characteristic of the image

Language: Jupyter Notebook - Size: 1.37 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

krishnakaushik25/Medical-Image-Segmentation-DL

Implemented Unet++ models for medical image segmentation to detect and classify colorectal polyps.

Language: Jupyter Notebook - Size: 153 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 4 - Forks: 1

vktr274/PyDataSplit

PyDataSplit is a Python script for splitting, balancing, and augmenting image datasets for deep learning.

Language: Python - Size: 9.77 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Andrew2077/Real-Time-Emotion-Recognition

Real time emotion recognition from facial expression through live captured video

Language: Jupyter Notebook - Size: 69.8 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

bhatt-j/Face-Detection

Language: Jupyter Notebook - Size: 1.97 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

mozammalrahat/Deep-Learning-with-PyTorch

This repository is a collection of PyTorch code examples, covering beginner to advanced topics, and including implementation of CNN models from scratch.

Language: Jupyter Notebook - Size: 7.93 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

groomata/vision

Clean, reproducible, boilerplate-free deep learning project template.

Language: Python - Size: 148 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 11 - Forks: 4

hariprasath-v/AV-Dataverse-Hack-Build-an-AI-Model-to-Save-Lives

Build a computer vision-based technology to process and detect the potholes present in an image.

Language: Jupyter Notebook - Size: 90.1 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

edaaydinea/Low-Grade-Glioma-Segmentation

This is a capstone project on a real dataset related to segmenting low-grade glioma. This capstone project is included in the UpSchool Machine Learning & Deep Learning Program in partnership with Google Developers.

Language: Jupyter Notebook - Size: 63.9 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 5 - Forks: 1

jahongir7174/DualDet

DualDet implementation using PyTorch

Language: Python - Size: 16.6 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

jackiehym/tf_albumentations

Language: Python - Size: 3.91 KB - Last synced: 11 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

gorodnitskiy/vocpascal_segmentation

Multiclass image segmentation for VOCPascal-2012

Language: Jupyter Notebook - Size: 19.1 MB - Last synced: 12 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 1

gorodnitskiy/lego_segmentation

Image segmentation pipeline for Lego blocks

Language: Jupyter Notebook - Size: 3.95 MB - Last synced: 12 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

izam-mohammed/albumentations Fork of albumentations-team/albumentations

Albumentations is an open-source python library for image and video data augmentation. It provides a wide range of image transformations, from simple cropping and scaling to complex ones such as random color jittering, image compression, and random cutout.

Size: 97.2 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

waterviewsrl/swiss-army-keras Fork of yingkaisha/keras-unet-collection

A library to help with the development of AI models with Keras, with a focus on edge / IoT applications. Based originally on https://github.com/yingkaisha/keras-unet-collection

Language: Python - Size: 16.5 MB - Last synced: 18 days ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

abdullahbas/Data-Augmentation

Data Augmentation with PyTorch, Tensorflow, Imgaug and Albumentations. It also involves bounding box augmentation.

Language: Python - Size: 107 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

kennethleungty/Image-Augmentation-Libraries

Sample implementation codes for a variety of popular image augmentation Python packages

Language: Jupyter Notebook - Size: 4.3 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 7 - Forks: 2

Devang-Shah-49/Flag-Classifier-ML

Image Classification Model (Computer Vision and CNN based) for Identification of SAARC Countries using their country flags. Used the ResNet Model along with various optimizers and hyperparameter tuning. Validated the model on Live Video as well.

Language: Jupyter Notebook - Size: 5.66 MB - Last synced: 10 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

Divesh2201/Green-Doctor

Research Project based on Convolution Neural Networks to identify foliar diseases in apple trees. FGVC8 Plant Pathology Kaggle Challenge.

Language: Jupyter Notebook - Size: 76 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

gokul-pv/AdvancedConvolutions

Advance Convolutions, Attention and Image Augmentation: Depth wise, Pixel Shuffle, Dilated, Transpose, Channel Attention, and Albumentations Library

Language: Jupyter Notebook - Size: 1.1 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Songinpyo/Hand-Signs-Classification-DACON

Classify 11 different labeled Images that express 0 to 10 seperately

Language: Jupyter Notebook - Size: 19.5 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

hotcouscous1/coco-detection-with-albumentations

COCO-Detection Dataset with cv2 and Albumentations

Language: Python - Size: 11.7 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

Arijit-datascience/pytorch_cifar10

CIFAR10 image recognition using ResNet architecture, Gradcam images

Language: Python - Size: 2.72 MB - Last synced: 12 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 2

Kazuhito00/albumentations-examples

画像データ拡張ライブラリAlbumentationsのJupyter上での実行例。

Language: Jupyter Notebook - Size: 77.7 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 16 - Forks: 4

ananyaroy1011/Image-Segmentation

Deep Convolutional Encoder-Decoder Architecture implemented along with max-pooling indices for pixel-wise semantic segmentation using CamVid dataset.

Language: Python - Size: 1.1 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

AkashSDas/cassava-leaf-disease-classification

Deep learning solution for Cassava Leaf Disease Classification, a Kaggle's Research Code Competition using Tensorflow.

Language: Jupyter Notebook - Size: 15.4 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 1

WaterKnight1998/spegc-datathon

First position in Gran Canary Datathon 2021

Language: Jupyter Notebook - Size: 79.5 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 5 - Forks: 2

myselfHimanshu/ultron-vision

Computer Vision State Of The Art Intuition Project in Pytorch; WIP

Language: Jupyter Notebook - Size: 203 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 2

rshwndsz/torch-seg

Reusable code for segmentation tasks in PyTorch

Language: Python - Size: 277 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

ZJCV/ZTransforms

Implementation of torchvision-like based on albumentations

Language: Python - Size: 553 KB - Last synced: 18 days ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

rajatdv/Kaggle-siim-melanoma

Training pipeline for image classification in PyTorch.

Language: Python - Size: 10.7 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

IamSVP94/gender_recognizer

The program recognizes gender by face photo

Language: Jupyter Notebook - Size: 112 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

MamatShamshiev/Kaggle-APTOS-2019-Blindness-Detection

Source code of top 3% solution for the Kaggle APTOS 2019 Blindness Detection challenge.

Language: Python - Size: 28.3 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 6 - Forks: 1

VaishnaviNandakumar/emotion-classifier

Emotion classifier for HackerEarth Competition

Language: Jupyter Notebook - Size: 94.3 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0