-
-
Notifications
You must be signed in to change notification settings - Fork 294
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Car Detection from Drones #235
Comments
Full Name: Manu Shukla Approach for this project: What is your participant role: Participant in SSOC Kindly assign the issue to me. |
Hi @manu31shukla nice to have you here. I like your approach for solving this issue. This issue will be assigned to you once the program starts officially. Till them, star the project repository and explore more in open source. |
Issue assigned to @manu31shukla |
Thank you! |
Full Name: Kanishka Kataria Approach for this project: Normalizing pixel values will be covered under preprocessing. Then I will select 3-4 deep learning algorithms suitable for object detection. A comparative study of all the models like yolo, cnn, rcnn, resnet 50, vggnet ,detr and other models Hyper tuning will be done for better performance of the models.Measuring relevant metrics such as precision, recall, and F1 score, I will compare the effectiveness of the different algorithms. What is your participant role: contributor SSOC Kindly assign the issue to me. |
This issue is already assigned to a contributor. You can take other issues present here or you can create your own issues. |
✅ To be Mentioned while taking the issue : Full name : Gaurav Kumar SIngh Thus, I request the project admins to assign this issue to me. |
Can you share the other models/algorithms you are planning to use here? One is Yolo, what are the other ones? As you need to implement at least 2-3 algorithms for this dataset, then compare them based on the accuracy scores to find out the best fitted model. |
The other models which can be used includes the Tensorflow Object Detection, dynamic computation graph by PyTorch and for mobile devices, mobilenet can be used. |
Hi @Gaurav-576 thanks for the comment. But you can work on one issue at a time. |
I would like to work on this @abhisheks008 |
Please share your approach in a brief way as mentioned in the issue template. |
✅ To be Mentioned while taking the issue : Full name : Gaurav Kumar Singh Thus, I request the project admins to assign this issue to me. |
I think you haven't understood the problem statement correctly, it's a car detection project not a tiger detection. Also mention 3-4 models for this problem statement which you are going to implement for this dataset. |
✅ To be Mentioned while taking the issue : Full name : Gaurav Kumar Singh I would be using a Convolutional Neural Network (CNN) which would perfectly fir with my dataset and generate me proper results as per my requirements of the project. The other models I can use include transfer learning techniques such as YOLO, VGG16, MobileNet, ImageNet, SSD, etc. Thus, I request the project admins to assign this issue to me. |
Implement more than 4 models to get this issue as level 3. Assigning this issue to you @Gaurav-576 |
Great, thanks for assigning this issue to me and I'll do my best and try to implement more than 4 models for the problem statement with high accuracy AI models. |
Hello @Gaurav-576! Your issue #235 has been closed. Thank you for your contribution! |
Deep Learning Simplified Repository (Proposing new issue)
🔴 Project Title : Car Detection from Drones
🔴 Aim : Create a model which will identify cars from the drones footage.
🔴 Dataset : https://www.kaggle.com/datasets/pear2jam/cars-drone-detection
🔴 Approach : Try to use 3-4 algorithms to implement the models and compare all the algorithms to find out the best fitted algorithm for the model by checking the accuracy scores. Also do not forget to do a exploratory data analysis before creating any model.
📍 Follow the Guidelines to Contribute in the Project :
requirements.txt
- This file will contain the required packages/libraries to run the project in other machines.Model
folder, theREADME.md
file must be filled up properly, with proper visualizations and conclusions.🔴🟡 Points to Note :
✅ To be Mentioned while taking the issue :
Happy Contributing 🚀
All the best. Enjoy your open source journey ahead. 😎
The text was updated successfully, but these errors were encountered: