93 Open source projects that are alternatives of or similar to discolight

Image augmentation for machine learning experiments.

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

Functions for creating tfrecords for TensorFlow models.

Side projects and hands-on work

Most popular metrics used to evaluate object detection algorithms.

This is a repository for an object detection inference API using the Tensorflow framework.

Tensorflow object detection with tracking based on the DeepSort algorithm

Label images and video for Computer Vision applications

Simple COCO Viewer in Tkinter

Demonstration using Google Colab to show how U-2-NET can be used for Background Removal, Changing Backgrounds, Bounding Box Creation, Salient Feature Highlighting and Salient Object Cropping.

Clothing detection dataset

Pixie is a GUI annotation tool which provides the bounding box, polygon, free drawing and semantic segmentation object labelling

Create image annotations. Classify, tag images with polygons, bounding boxes or points.

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

Automatic License Plate Recognition (ALPR) or Automatic Number Plate Recognition (ANPR) software that works with any camera.

Vehicle detection and tracking using linear SVM classifier

A 2-CNN pipeline to do both detection (using bounding box regression) and classification of numbers on SVHN dataset.

This is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.

Computer vision based vehicle detection and tracking using Tensorflow Object Detection API and Kalman-filtering

Library for 3D augmentations

A Jupyter widget for annotating images with bounding boxes

Image rotation and cropping out the black borders in TensorFlow

Everything that I code more than twice during my PhD will end up here.

Mix3D: Out-of-Context Data Augmentation for 3D Scenes (3DV 2021 Oral)

Lane and obstacle detection for active assistance during driving. Uses windowed sweep for lane detection. Combination of object tracking and YOLO for obstacles. Determines lane change, relative velocity and time to collision

This is a repository for an nocode object detection inference API using the Yolov3 and Yolov4 Darknet framework.

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Ybat - YOLO BBox Annotation Tool

Automatic License Plate Recognition (ALPR) or Automatic Number Plate Recognition (ANPR) software that works with any camera.

Rapid satellite imagery object detection

A lightweight tool for labeling 3D bounding boxes in point clouds.

本仓库将使用Pytorch框架实现经典的图像分类网络、目标检测网络、图像分割网络，图像生成网络等，并会持续更新！！！

Labelbox is the fastest way to annotate data to build and ship computer vision applications.

Bounding Box Editor and Exporter

Review on Object Detection Metrics: 14 object detection metrics including COCO's and PASCAL's metrics. Supporting different bounding box formats.

A collaborative tool for labeling image data for yolo

📽 Highly Optimized Graphics Math (glm) for C

Cut and paste augmentation for object detection and instance segmentation

Label Objects and Save Time (LOST) - Design your own smart Image Annotation process in a web-based environment.

An R 📦 to find, process, and describe "areas of interest"

Vehicle detection using YOLO in Keras runs at 21FPS

Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

Fast algorithms to compute an approximation of the minimal volume oriented bounding box of a point cloud in 3D.

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

Detect the tables in a form and extract the tables as well as the cells of the tables.

TextAugment: Text Augmentation Library

Modern React app for bounding box annotation on mturk

Create 3D labelled bounding boxes in RViz

No description or website provided.

A simple video annotation made with python + OpenCV for detection in YoloV2 format

BoxDetect is a Python package based on OpenCV which allows you to easily detect rectangular shapes like character or checkbox boxes on scanned forms.

Weakly Supervised Learning for Findings Detection in Medical Images

A fast tool to do image augmentation on GPU(especially elastic_deform), can be helpful to research on Medical Image.

TensorFlow2+ graph image augmentation library optimized for tf.data.Dataset.

Build a CNN network to predict 3D bounding box of car from 2D image.

A list of ISO 3166-1 country codes and their bounding boxes.

Catalyst.Classification

Simple image augmentation library focusing on random geometric cropping

Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.

This is a repository for an nocode object detection inference API using the Yolov4 and Yolov3 Opencv.