Em Andamento

Object_recognition_python03

Scene recognition using object detection.

1. Caffe must not be used and the OS should be windows 10.

2. Coding help can be taken from online sources.

3. Using the images and their annotations (dataset will be provided by me), train the capsule neural network, Fast-RCNN, Faster RCNN and Mask RCNN.

4. Record validation accuracy for each trained neural network.

5. Using the testing images (also provided by me) detect the objects in the scene.

6. On the basis of objects detected in the scene, predict the scene. Example of the same can be derived from the images shown below. However, in this case there will be more objects to detect in a scene and on that basis the scene has to be recognized.

7. Each image must be tested using all the trained neural networks.

8. Moreover, if none of the scene according to object detection receives above 50% accuracy then the system must show a message ‘don’t know’.

9. All the images tested must be provided in jpeg format in a separate folder with name results.

10. All the codes must be provided in .py format and the code must contain comments that explain each part of the code.

Habilidades: Algoritmo, Programação C, Programação C++ , Machine Learning (ML), Python

Veja mais: visual proramming languages object recognition, object recognition opencvdotnet, object recognition software, find object recognition picture linux, getafreelancer object recognition, tracking object recognition image, linux image object recognition, image processing object recognition, object recognition image java, java image object recognition, image object recognition, object recognition image processing java, java image processing object recognition, php image object recognition, java object recognition image, image processing software java object recognition, php object recognition image, python image object recognition, image object recognition java, image processing object recognition java

Acerca do Empregador:
( 435 comentários ) KANPUR, India

ID do Projeto: #17456650

Concedido a:

d3bd33p

Have been working with capsule nets for quite some time now, it's a piece of cake for me, can get it done probably in a day! Although I'm pretty much interested in knowing the size and type of your dataset. Thanks. Mais

₹3000 INR em 1 dia
(5 Comentários)
3.6

4 freelancers estão ofertando em média ₹3319 para esse trabalho

athminteam

Hello, We are a Team of Freelancer Developers having more than 8 years of experience in Software Development,Java, Python, Algorithm, C Programming, C++ Programming, Machine Learning, Mobile App Development, Website Mais

₹2500 INR in 10 dias
(2 Comentários)
2.2
₹5000 INR in 3 dias
(0 Comentários)
0.0
gouthampro3

First things first im from India. I am not much active on freelancer.com thats why you cant see any works done here. Im experienced dont worry. I see you said not to use caffe. No problem I will use tensorflow , deeple Mais

₹2777 INR in 2 dias
(0 Comentários)
0.0