oarriaga/paz

Training script for 2D object-detection with open-images

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#28 opened on Jun 10, 2020

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help wanted

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Description

Create a training script that contains the possibility to choose from all possible labels of open-imagesV4.

Contributor guide

Research direction
Examine the existing training pipeline in the repository and identify how to integrate Open Images V4 label selection. Look for examples of data loading and model configuration.
Tech stack
python
Domain
computer visionmachine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonMachine learning basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
65