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Latest projects
Python ML Image Recognition Expert Needed
$30 – 250 USD
Posted 27 seconds ago
I'm searching for a skilled Python developer with a solid background in machine learning and image recognition to work on a project to help me write a python code that can detect the questions on a scanned image and crop them into different images. You can use any library or package. Key Tasks: - Object Detection: I require the developer to implement object detection capabilities within my image recognition system. - Text Blocks Detection: I need a method to accurately detect and interpret text blocks within images. The ideal candidate should have: - A strong background in Machine Learning, especially with Python. - Extensive experience in object detection and image classification. - Expertise in text blocks detection would be a great advantage. The data available for this project includes some scanned exam files. The output I need requires cropped images from the required coordinates so that each different question is saved into different folder, and the name of the files are given as the number of questions. For example: "Math_14", "Math_15". So the most important text that is required to be accurately read is the number/order of questions. Very close example of what I've tried so far is the following. It did not work well with the examples I used but the methodology should be something similar: https://stackoverflow.com/questions/60223779/find-question-text-block-in-image-with-python-opencv I am also attaching some pdf files as I've mentioned. I also have a draft code which does not work as accurate but I can share it with you if needed. I believe that the code to be written should not take more than 5 hours of an experienced python developer but please let me know if you can do that within a longer period. Thank you in advance!
Python
Software Architecture
Image Recognition
Text Recognition
+3 more
fixed price
2 bids
0.0
CI/CD Process for Model Retraining
£10 – 40 GBP
Posted 10 minutes ago
I need a detailed guide on how to integrate a CI/CD process into our codebase to automatically retrain a machine learning model when new data comes in. The goal is to have a streamlined, automated process that can be set up within 2-3 days. Key requirements and expectations for the project include: - Guide on setting up CI/CD pipeline: The main focus is to utilize Docker and HuggingFace space for CI/CD implementation. I need a clear step-by-step explanation, with code snippets, of how to set up this pipeline. - Code Snippet for Retraining: The most critical part of the project is to provide a Python code snippet that will retrain the model when new data is introduced. - No model training: It's important to note that I am not asking for the training of a new model. The aim here is to automate the retraining process when new data is available. Ideal skills and experience for this job include: - Proficiency in Python: The code snippet should be in Python. Experience with machine learning libraries like TensorFlow, Keras, or Scikit-learn would be advantageous. - CI/CD Tool Knowledge: Familiarity with Docker and HuggingFace space or relevant experience with Jenkins, GitLab CI, or GitHub Actions. - Previous experience with CI/CD and ML: Having a background in setting up CI/CD processes for machine learning projects would be beneficial. The project is on a tight timeline, so prompt delivery is essential. Your guidance and expertise will be greatly appreciated. **THE MODEL IS ALREADY DEPLOYED ON HUGGINGFACE**
Software Architecture
Machine Learning (ML)
Pytorch
NLP
+3 more
fixed price
7 bids
5.0 (3 reviews)
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