Python CNN Computer Vision Analysis, feature extraction, Machine Learning

$10-30 USD

Suoritettu

Julkaistu

lähes 3 vuotta sitten

$10-30 USD

Maksettu toimituksen yhteydessä

Image classification problem, where have an image data set and we want to: Pre-processing of image data.  Visualization of images.  Building CNN.  Evaluate the Model. 2. Data Pre-processing: a. Normalization. b. Gaussian Blurring. c. Visualize data after pre-processing. 3. Make data compatible: a. Convert labels to one-hot-vectors. b. Print the label for y_train[0]. c. Split the dataset into training, testing, and validation set. (Hint: First split images and labels into training and testing set with test_size = 0.3. Then further split test data into test and validation set with test_size = 0.5) d. Check the shape of data, Reshape data into shapes compatible with Keras models if it’s not already. If it’s already in the compatible shape, then comment in the notebook that it’s already in compatible shape. 4. Building CNN: a. Define layers. b. Set optimizer and loss function. (Use Adam optimizer and categorical crossentropy.) 5. Fit and evaluate model and print confusion matrix. 6. Visualize predictions for x_test[2], x_test[3], x_test[33], x_test[36], x_test[59].

Python

Machine Learning (ML)

Data Science

Tensorflow

Keras

Projektin tunnus (ID): 30913760

Tietoa projektista

15 ehdotukset

Etäprojekti

Aktiivinen 3 vuotta sitten

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Myönnetty käyttäjälle:

@ngchunchoe0101

Hi, I am a machine learning engineer and a data analyst and have many experiences in different machine learning methods such as supervised learning, unsupervised learning, reinforcement learning, genetic algorithm, convolutional model, recurrent network, and GAN. I will make sure to deliver the result on time. Feel free to contact me to discuss more. Thanks. Best Regards, Chun Choe

$85 USD 3 päivässä

5,0

(19 arvostelua)

4,3

15 freelancerit tarjoavat keskimäärin $98 USD tätä projektia

@edulov

Hello Even for more-or-less simple images it is a job to make all major stuff about classification with high accuracy. Maybe 2-3 different models. But all additional actions about image preparation etc. you will be making yourself using a tested Jupyter Notebook code. Plus - I'll be making it using more-or-less advanced nVidia GPU, so for me training and model tuning times are acceptable. No guarantees about speed at your side. Also has bad experience with such projects, thus 70% has to be paid in advance, since later you will be making a lot of fuss about minor details trying to push me to make them instead of you. Nope, sorry. Use the result and add your features learning Python and its libraries. Regards

$150 USD 3 päivässä

5,0

(11 arvostelua)

5,7

@Sandeep2805

Hello, Dear Client. Thanks for your posting! I am a machine learning expert with over 10 years of experience in tensorflow, darknet, keras, pytorch, opencv and open vino, etc. I have developed lots of LPR projects for several countries such as United States, United Kingdom, Germany, France, etc. Also, I have developed lots of image detection and recognition projects such as intrusion detection, emotion detection, OCR, age, gender estimation, style transfer, satellite image processing, python flask server and so on. If you response my bid I will send you my image processing Demos and I can finish your task and deliver you perfectly. Also, you can know my ability enough. Good relationship with client is more important than money for me. So I will work with low price for our long-term relationship. I sincerely hope this project would be first step in long term relationship with you. Let's share our idea. Looking forward to hear from you soon. Best Regard

$50 USD 1 päivässä

4,6

(16 arvostelua)

5,2

@Gozienkwocha

Hi, I am a data scientist with strong knowledge in statistics and machine learning. I've expertise in supervised and unsupervised machine learning. I've worked on a similar image classification project using convolutional neural networks and I'm confident I'll do the same here. Please feel free to contact me and I'll be available to respond to your messages as quickly as possible. I will return the project result before deadline, with added quality. Hope to hear from you. Thanks.

$60 USD 5 päivässä

4,9

(24 arvostelua)

5,0

@ScienceInTheWay

Hi, hope you’re doing well. I am a Python Developer and have rich experience in Machine Learning and Deep Learning, you can check my reviews. I always deliver high quality of work within accepted time limit and budget. Please start the chat so we can have detailed discussion. - Thanks

$80 USD 1 päivässä

5,0

(47 arvostelua)

4,8

@alinsync

Hello there, I am an expert python developer and ML Engineer, I'd like to work on your CNN model, and help you accomplish all the requirements (preprocessing, data splitting, building model, model evaluation, etc..) in short time. Looking forward to talking to you and discuss more about the dataset. Thanks!

$70 USD 1 päivässä

5,0

(34 arvostelua)

4,8

@mapsbox

Hello, I am very familiarized with the requirements of your projects. And it can be done really fast. Let's connect over chat to discuss more on this. Thanks,

$200 USD 3 päivässä

5,0

(10 arvostelua)

4,2

@nomanrazashah

With four years of experience under my belt, I am a PERFECT contractor for your project Specialization: Digital signal and image processing, Machine learning, Deep learning, Computer Vision My skills includes: Spyder(Python), MATLAB, Jupiter notebook I look forward to work with you and helping you stream line your task to improve your productivity.

$25 USD 3 päivässä

5,0

(1 arvostelu)

0,0

@sauravsinghcse

I am a PERFECT contractor for your project Specialization: Digital signal and image processing, Machine learning, Deep learning, Computer Vision My skills includes: Spyder(Python), MATLAB, Jupiter notebook I look forward to work with you and helping you stream line your task to improve your productivity.

$11 USD 1 päivässä

0,0

(0 arvostelua)

0,0

@akivava411

I would be passionate to take up this project. I have working experience with CNN prijects making me confident to work on this one.

$500 USD 10 päivässä

0,0

(0 arvostelua)

0,0

@tejaschaturbhuj8

Hey, I am very well aware of Pyhton, Computer Vision and tensorflow. I have work on some project related to this technology. Let's talk about project. Thank you

$30 USD 7 päivässä

0,0

(0 arvostelua)

0,0

@chandramouli82r

I am a machine learning expert, I would like to implement this project, can complete the assignment within a week

$20 USD 7 päivässä

0,0

(0 arvostelua)

0,0

@shekharkh

Hello, I read your requirement carefully. I am a Data Scientist with my masters in Data Science and my thesis was based on Computer Vision. Hence, I can say for sure that this project can be delivered by myself within time and of top notch quality. I have more than 5 years of experience in the field of Computer Vision. Hope to have this opportunity from you to deliver your requirement.

$25 USD 10 päivässä