Fish detection using Open Images Dataset and Tensorflow Object Detection

Code and pre-trained models for Instance Segmentation track in Open Images Dataset

Automatic License Plate Recognition for Traffic Violation Management made with YOLOv4, Darknet, Tensorflow Lite

Downsampled Open Images Dataset V4 with 15.4 M bounding boxes for 600 categories on 1.9M images

Download single or multiple classes from the Open Images V6 dataset (OIDv6)

Generate TFRecord for images downloaded using EscVM/OIDv4_ToolKit

Convert Open Image v6 detection dataset to VOC pasacal format XML. https://github.com/openimages/dataset

A tool for creating subset of Open Images V4

Code for Roboflow's How to Create a Synthetic Dataset tutorial.

Includes the YOLO-weight files to detect dolpins

A code snippet to download open images for training

A YOLOv8-based project that detects classroom dispersion and engagement by identifying distracted individuals through human face and person detection.

A deep residual network implementation using TF high-level APIs.

Classify known sites from around the world, given challenging and very big data set. This project is based on a kaggle competition.

Streamlit application for object detection using the YOLOv8 model

This repository hosts an Object Detector implemented using YOLOv4. Trained to recognize five classes—Person, Bird, Animal, Building, and Tree—it enables accurate and swift object detection and tracking.

👩‍🔧 Convert OpenImages format to TensorFlow-friendly format (converting to VOC with sturcture improvements ✨)

A collection of scripts to download data, train and evaluate an image classifier on Open Images using TensorFlow

Image classification subset of Google's Open Images V7 dataset with 100 classes. Inspired by ImageNet100.

Object detection using YOLOv8 models using streamlit web app

ML YOLO

Course Project of Advance Machine Learning

The notebook describes the process of downloading selected image classes from the Open Images Dataset using the FiftyOne tool.

YOLO training with Open Image V7 dataset

downloader for OpenImage dataset

With this repository, image annotation can be performed for already labaled image on open image dataset

"The goal of this project is to create solution that automate all the preparation process thereby simplifying genraterion of new customized YOLOv4 weights [...]" in Darknet format.

YOLOv8-based object detection model to monitor cycle lanes and identify bicycles, scooters, helmets, and hi-vis vests. Includes full CRISP-DM pipeline and real-world deployment simulation.