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Image classification via NN -- 2

I am looking for a project written in python with a short report. It is based on Image classification with Neural Networks: Use Tensorflow 2 to train neural networks for the classification of fruit/vegetable types based on images from this dataset "Fruits 360" given on kaggle. Images must be transformed from JPG to RGB pixel values and scaled down (e.g., 32x32). Use fruit/vegetable types (as opposed to variety) as labels to predict and consider only the 10 most frequent types (apple, banana, plum, pepper, cherry, grape, tomato, potato, pear, peach). Experiment with different network architectures and training parameters documenting their influence of the final predictive performance. While the training loss can be chosen freely, the reported test errors must be measured according to the zero-one loss for multiclass classification.

Compétences : Python, Machine Learning (ML), Algorithme, Tensorflow, Neural Networks

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Concernant l'employeur :
( 0 commentaires ) monza, Italy

Nº du projet : #29372991

17 freelances font une offre moyenne de 32 € pour ce travail

qaisrani123

HI, I am experienced data scientist and machine learning engineer. I used statistical analysis of the data and make prediction based on ML algorithms.I can handle computer vision and NLP tasks using Python(Tensorflow, Plus

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(48 Commentaires)
5.5
usamamw141

Hi there, I am expert in Data science and I can do this task. Feel free to inbox me now so that we can discuss about it. Thank you.

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(50 Commentaires)
5.6
sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav Plus

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(33 Commentaires)
5.6
pandaPython123

Hi, I am doing my PhD in computer vision and deep learning. I can write a short report and implement NN for image classification for you using TF 2. Best, Mehdi

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(14 Commentaires)
4.8
himasha0421

Hello I’m a professional machine learning , deep learning expert , after viewing your job details , it really jumps out at me . I have extensive experience in deep learning , machine learning and reinforcement learnin Plus

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(27 Commentaires)
4.8
ahmedm97hassan

Hi there, I'm biddin on your project "Image classification via NN -- 2 " I have read your project description and i'm a machine learning specialist from Amazon Expert in • Python & c++ • Tensorflow - Kera Plus

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(14 Commentaires)
4.4
SourabhJha007

I already have a model trained on fruits360 dataset and have the exact same requirements implemented in it. It is built on keras api and uses CNN along with fully connected NN for classification. I have 4+ years of exp Plus

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(7 Commentaires)
3.8
neoglobaleducat

Hola! I can help you with this neural network project in the minimum price. I am a specialist in computer science & information security. I have experience of more than 10 years and 100s of projects. Please ping me for Plus

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(3 Commentaires)
2.6
bhargavdave

Hello, I just passed [login to view URL] in machine learning and currently working as Junior Research Assistant in government funded project. I am in Machine learning areas from last three years. I implemented various basic ML/DL Plus

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2.3
devguha2000jobs

I'm working with Python from last 2 years and have got a good grasp on its functionality and features. I have also worked on several machine learning, deep learning projects like lane detection, vehicle detection, tra Plus

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(1 Évaluation)
0.8
zmnrsq

I have been working with Python since 2nd year of my Computer Engineering Course and I believe I can help you with your project. I am currently studying Computer Science and Engineering in final year at a well reputed Plus

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1.7
rahulgrg200

!! Hey!! I know my work so please trust me and if you don't satisfied with my work please give me 0 star.

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0.0
acharsanthu167

Hi I am Santhosh I am Experienced developer in the field of AI, Machine Learning , Deep Learning , NLP and Image Processing. I have done various data driven projects as follows: -- Optical Character Recognition -- Imag Plus

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0.0
XuTi

Hello, My research interests include the pattern recognition, facial emotion analysis. I have experience about Neural Network and how to user Neural Network to solve problem. Thus, I can help you to solve your problem. Plus

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0.0
emadyagh

I hold an Msc in Mechatronics Engineering. I have done many projects in Artificial Intelligence that involve neural network, Fuzzy logic , genetic algorithms and so on. I have a profound coding experience on Matlab, C Plus

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0.0
saamu0824

I am a certified machine learning engineer. I have experience in the same. I have gone through your deatil description of project and can do it definitely. as i have perform similar type before so if given a chance wou Plus

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0.0
tariqraziq123

I am a Data Design Engineer, Data Annotator CONVSYS (PVT) LTD. Responsibilities: Data Collection, Data Analysis, Data Cleaning ,Data Annotations, Model Training and Testing, Image Classifications, Object Tracking Proj Plus

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0.0