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Object Recognition in Python - Recognize a Mouse from any Angle

Looking for a script written in python 2.7 which can identify if a mouse is present in an image or not.

The script must take the path to a picture and output the probability that the picture contains a mouse or not.

The script will be considered successful if it has a success rate of 95% or greater. The validation set of images will be mutually agreed upon by myself and the freelancer.

The neural network to be used is up to the freelancer but must be agreed upon by myself and the freelancer.

I recommend training the neural network based on the image-net database of mice, though any such data-set can be used.

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I have added more clear project requirements and description of deliverables:

Project Description:
Implement the function "is_it_a_mouse" in python which takes as an input the file path to a picture and outputs weather or not it contains a mouse. The object detection algorithm must be able to recognize a mouse from any angle with >90% success rate. The script must be able to provide a detection result at a rate better than 0.5 hz on an ordinary laptop [i5 processor, no gpu, 8gb ram]

The training set is to be provided by the freelancer.
The validation set will be provided by myself and will contain over 200 images.

The free lancer will provide the scripts necessary for myself to run the function is_it_a_mouse offline along with the code and tools used to train the neural network/image classifier.

The delivery date will be 3 weeks from awarding the project to the freelancer.

Compétences : Computer Science, Neural Networks, Python, Tensorflow

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Concernant l'employeur :
( 1 commentaire ) Los Angeles, United States

Nº du projet : #17951466

Décerné à:

eujinong

Hi I am interested in your project. Recently I used retinanet to detect raccoons. It worked very well. I am sure I can help you successfully. Best regards.

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(1 Évaluation)
1.0

9 freelance font une offre moyenne de $199 pour ce travail

kipdev13

I am a super expert of python and have rich experience of developing deep learning programming. Please check my profile, then you can see pictures of my face recognition applications If you choose me, i will satisfy Plus

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(34 Commentaires)
5.5
dinhfreedom

Hello, there, I am very happy to put my bid on your project. I am an expert of object recognition and senior python developer, so I am interested in and confident to do this project. I hope to discuss everything of Plus

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(28 Commentaires)
5.5
akhilmahajan90

I have done similar project with good accuracy . ping me once . I will show you my example .

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(4 Commentaires)
3.1
CROlakiluk

Hi, This looks like a job for pre-trained Inception V3/V4 slim model on Image-net (but not restricted to that ones) with removed last classification layer 1-of-1000 and applied 1-of-2 like mouse-or-not-mouse. htt Plus

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3.1
braincenter

I believe that my experience and skill in this background will prove to be of great help to you. Contact me to discuss more on the details

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3.3
ChongSong

Hi ----------------------------------------------------------------------------- ----------------------------------------------------------------------------- Best Regards

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0.4
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0.0
bidroid

======================Hello=================== How are you? As you can see my profile, I am a computer vision expert. I have a great interest in this project. Hope hearing from you soon. let us discuss in more Plus

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0.0