chemlab Computer Vision Project

trupti satpute

Updated 2 years ago

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Classes (27)
beaker
bottel
bowl
bulb
buret
conical flask
container
flask
glass
glass plate
jar
knife lime
machine
measuring cylinder
monitor person plate
round bottom flask
separating funnel
spirit lamp
spoon stand
steel glass
test tube
watch glass
weighing machine
Description

Here are a few use cases for this project:

  1. Laboratory Inventory Management: The ChemLab model can analyze the images captured in a scientific lab and track the usage, availability, and requirement of specific laboratory equipment by recognizing and categorizing the items.

  2. Automated Laboratory Set-up: In education and experiment simulation software, the model can automatically recognize and categorize lab equipment based on images, allowing users to set up virtual labs more efficiently.

  3. Safety Training and Compliance: Within safety trainings, the model can be used to identify if correct lab tools are used in different scenarios, or if an unexpected object is detected which might potentially cause a safety concern.

  4. Online Chemistry Learning Platforms: For chemistry e-learning applications, this computer vision model can be used as a way for students to identify and understand the appropriate use of each lab equipment.

  5. Smart Recycling: In an advanced recycling system, the model could help identifying different kinds of laboratory glassware and thus support the correct sorting for recycling purposes.

Supervision

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Cite This Project

LICENSE
Public Domain

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            chemlab_dataset,
                            title = { chemlab Dataset },
                            type = { Open Source Dataset },
                            author = { trupti satpute },
                            howpublished = { \url{ https://universe.roboflow.com/trupti-satpute/chemlab } },
                            url = { https://universe.roboflow.com/trupti-satpute/chemlab },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { feb },
                            note = { visited on 2024-11-21 },
                            }