[PROJECT PROPOSAL]

[kimix7]

Project Request

Develop an object detection model using YOLO. An image will be the input to the model and the model will broadly classify the image into the classes it has been trained on.

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Field	Deep Learning
About	An object detection model using YOLO
Github	kimix7
Email	kimayashejwalkar8@gmail.com
Label	Project Request

https://github.com/kimix7

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Define You

• [x] GSSOC Participant
• [x] Contributor

Object detection using YOLO

Description

The object detection project using YOLO (You Only Look Once) focuses on utilizing deep learning techniques to detect and track various objects in images or real-time video streams. By training a YOLO model with a dataset that includes labelled images, the model learns to recognize and localize objects within new images or video frames. This project provides accurate and efficient detection of objects, including people.

Scope

Objectives:

• Implement a robust and efficient object detection system using YOLO.
• Enable accurate detection and localization of various objects, including specific target objects.
• Learning how YOLO works.

Deliverables

• A trained YOLO model capable of detecting and localizing objects accurately.
• Well-documented guidelines, including dataset preparation, training, inference, and any specific requirements.
• Efficient and real-time object detection on images or video frames.

Constraints

• Availability and quality of labelled training data can impact the model's performance.
• Achieving high accuracy requires sufficient training iterations and careful fine-tuning of the model's parameters. It may involve iterative experimentation and adjustment to optimize detection performance.

Timeline

Start Date: when assigned End Date: 10 August

[lakshmi-n-i]

I'm very interested in working on this, please assign this to me under GSSC'23

[tushtithakur]

Hi, I am very much interested and would like to contribute as a part of @GSSOC'23. Please assign the task to me. Thank you.

[samarthjain422005]

I'm interested in working on this project, please assign this to me under GSSOC'23

[adithya-s-k]

@kimix7 I have assigned this particular project to you under GSSOC 23. Will you be able to manage the project alone or would you like to collaborate with other contributors

All the best contributing if you have any doubts on the project structure feel free to contact me

[adithya-s-k]

@samarthjain422005 @lakshmi-n-i @tushtithakur guys I will be creating more beginner to expert level issues soon please keep an eye out for that.

[kimix7]

@kimix7 I have assigned this particular project to you under GSSOC 23. Will you be able to manage the project alone or would you like to collaborate with other contributors

All the best contributing if you have any doubts on the project structure feel free to contact me

sure will. I would like to try it alone but if I get stuck somewhere would like some help.

[mehak1309]

I am a GSSoC contributor. I am interested in this project, could you please assign this to me(colab)?