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Build OCR from Keras and Tensorflow, inference on C#

$250-750 USD

En curso
Publicado hace más de 5 años

$250-750 USD

Pagado a la entrega
I need help with building/(or customizing from keras/[login to view URL]) an OCR system based on Keras and Tensorflow. The OCR is to recognize font-generated text with noises in the background. Keras training and export .h5 model, export to .pb file to use on C# project. A full deliverable includes: *** Python code - Load images (any size) to train the model (320 W x 32 H x 3 full color). Image only contain single line of text. - Build model (reference model could be from [login to view URL], or this [login to view URL] and this [login to view URL]) - Output 50 time-steps/characters, English upper case, lowercase, numbers, and some special characters. - Allow more character if required (it's OK to train from scratch) - Support Unicode characters such as ấ ẵ (I can provide these pictures or code to generate it) - Customizable to use with any training data (different font) - Achieve at least 70% accuracy. *** C# code - Accept font + size to generate images with random text used for Python training - Accept input as Image, any size, with background noises. - Resize image and convert to byte array - Feed image as byte array into Tensorflow model loaded from .pb file trained via Keras - Deliver output as text in the picture In your proposal, make sure you say 'Hello Keras' to let me know you read the entire project description.
ID del proyecto: 18455053

Información sobre el proyecto

9 propuestas
Proyecto remoto
Activo hace 5 años

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9 freelancers están ofertando un promedio de $725 USD por este trabajo
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'Hello Keras' https://www.freelancer.com/projects/Python/Qualitative-Comparative-Study-Face-13933384/ https://www.freelancer.com/projects/php/License-Plate-Detection-With-Chinese/ Done the similar jobs lets discuss
$2.352 USD en 30 días
4,9 (30 comentarios)
6,3
6,3
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Hello! I am a python developer. I looked at your project and it seems interesting. I am expert in tensorflow, object detection, object tracking, face recognization, image classification, and have all necessary skills required for this project. Ping me to discuss in detail.
$500 USD en 2 días
4,7 (34 comentarios)
5,6
5,6
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Hi, Hope you doing well. I read your project description and very confident to handle this project perfectly Let's have a discussion, negotiate costing, timeline and then we proceed Thanks!
$398 USD en 30 días
5,0 (9 comentarios)
5,0
5,0
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We have a team of experienced python, django developers. We have developed a Sinhala OCR solution. One or more Images are input to the system. Each image contain one letter or SINHALA language. Our OCR soultion extracts the text from those images and store in list or array. In that process , feature vector, and ANN or SVM (for training) are applied. We have used Python, Flask, D3JS, NLP & LDA. We can allocate one of our best developers for your work.
$500 USD en 12 días
4,6 (20 comentarios)
5,0
5,0
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hi! I am 12 years experienced senior software engineer and has developed various similar project and has understood the basic requirement of your project need to discuss the project in detail kindly mark me a separate message to discuss the details when you are back.
$555 USD en 10 días
5,0 (1 comentario)
2,7
2,7
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Hi, Hello Keras I am ready to help you to develop an OCR system based on Keras and Tensor flow. It will be helpful if you provide the complete details and elaborate your requirements. I am expertise in modern statistical techniques, including Regression, Support Vector Machines, Regularization, Boosting, Random Forests, and other Ensemble Methods. Has strong implementation experience with high-level languages, such as R, Python, Perl, Ruby, Scala or similar scripting. I used libraries like- Pandas, Numpy, Sci-kit Learn, matplotlib. Here are the created one please have a look:- 1) Highway networks to get an intuition for how they work. Highway networks, inspired by LSTMs, are a method of constructing networks with hundreds, even thousands, of layers. 2) LSTMs for Human Activity Recognition Human activity recognition using smartphones dataset and an LSTM RNN. Classifying the type of movement amongst six categories: WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING. 3) Sequence to Sequence (seq2seq) Recurrent Neural Network (RNN) for Time Series Prediction I did experiment with the seq2seq neural network architecture In this project are given 4 exercises of gradually increasing difficulty. I take for granted that the public already have at least knowledge of basic RNNs and how can they be shaped into an encoder and a decoder of the most simple form. Best Regards Yuvraj Kakkar
$555 USD en 10 días
5,0 (3 comentarios)
2,7
2,7
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Hello, I read your project very carefully and ready to start working on it. I am expert with all skills which you mentioned in your project description. Please if possible come on chat for further details description to start working on it. My experience:- •PHP • Python • Django • Postgres • Git • Test Driven Development • Agile/Scrum • AWS • Docker Thanks for inviting me for the job, As you have seen in my profile. I possess excellent skills in mentioned technologies. So request you to share me complete requirements for a private message so that we discussed in details. Thank you.
$555 USD en 10 días
5,0 (1 comentario)
0,6
0,6
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My team are most talented and well experienced developers in machine learning and developing software. if you hired us, you'll definitely receive outstanding result before the project deadline. We will do our best to provide good solution.
$555 USD en 10 días
0,0 (0 comentarios)
0,0
0,0
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Hello keras I have experience in processing images with text.
$555 USD en 10 días
0,0 (0 comentarios)
0,0
0,0

Sobre este cliente

Bandera de UNITED STATES
Houston, United States
5,0
4
Forma de pago verificada
Miembro desde nov 9, 2018

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