AI & Machine Learning
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NaftoGaz Europe Chateau News Site
AI & Machine Learningby php #yii2
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23 USD Recognition of cats and dogs on images
AI & Machine LearningA demonstration program to recognize cats and dogs on the images. Strong neuronal networks. The accuracy is 85-90%. The interface is made on Tkinter.
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AI (Ai)
AI & Machine LearningThis image was created at my request in Midjourney for the client.
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226 USD AI Specialist Certificate
AI & Machine LearningCompleted a full course on AI.
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34 USD Funny news
AI & Machine LearningNeural network generating funny news based on real news of Ukraine from https://korrespondent.net/ukraine/
To generate news, write /newh bot
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226 USD Automatic Removal of WaterMarks Logos
AI & Machine LearningBased on machine learning methods, models for automatic search and removal of the logo (WaterMark, waterprint) are developed.The program consists of 3 parts:
Part 1 .Detection, determination of location and cutting the logo with subpixel accuracy.Part 2 .Based on 50-100+ copies of the photo (learning objects) is calculated the reverse mathematical conversion for each pixel, in which the frequency spectrum of the area under the logo corresponds to the area around the logo.This reduces the visibility of the watermark by 90-99% on the original photo.
Part 3 .Package application of the trained watermark removal model for photographs.The Results:
In this work, the logo was removed on 7433 photos.Time of conversion: 3-5 seconds for the cleaning of one photo (1600x1200, 1280x960).The average quadratic deviation is 0.3 gradients of color.Visual control > 93% of photos to recognize the presence of the logo is not possible.6% photo - only with a 300% contrast increase the logo is slightly visible
… 1% photo - when increased on the site of the remote watermark, a small pixel noise is noticed.Price 200-300$ - training model 1 type of logos
(depending on the complexity of the logo)
N x 0.02$ - Automatic processing of 1st photo
(Examples will be submitted on request)
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Assessment of gender pollution
AI & Machine LearningConsole server application that is video (or c live camera or video file)
assess the level of pollution in the selected area.
The whole "must" is classified into 4 categories: dust, small waste, large waste, external waste. All data is recorded in the BD.
Python 3.7 and OpenCV 4
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Interior visualization using AI
AI & Machine LearningCreated a series of realistic images of the interior of a private house using generative artificial intelligence tools. Combined modern style, warm color palette, and natural lighting to create a cozy atmosphere.
What has been done:
… Selected the concept and style of the space.
Generated photorealistic interiors (kitchen, living room, dining room).
Processed details and color accents.
Prepared ready materials for presentations and advertising.
Result for the client:
Unique visualizations for the website, social media, or real estate advertising.
The ability to see the future interior in photorealistic form.
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226 USD Automation | Auto-posting to various social networks
AI & Machine LearningTask: Creation of a script that will automatically publish posts from a Telegram channel to various social networks (LinkedIn, Facebook, Instagram, Telegram chat, Telegram Stories, Facebook Stories) with content adaptation to the format of each platform and translation into the corresponding language.
Implementation:
1) A Telegram bot has been developed that monitors new posts in the Telegram channel.
… 2) The Telegram bot then sends the text from the posts to Chat GPT, which adapts the content to the format of each platform and translates it into the corresponding language.
3) The final step is auto-posting to social networks.
The system automatically creates a new post in each of the social networks, sends the image from the post in the Telegram channel, and adds the adapted and translated text from Chat GPT.
Development with testing took 2 days.
The client was satisfied with the automation and the time gained for other tasks)
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Data Science
AI & Machine Learning- TensorFlow
- PyTorch
- Pandas
- OpenCV
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Utilization and finetuning of pre-trained ML models
Consulting on ML/CV integration into your product
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Automation of the diagnosis of architectural structures
AI & Machine LearningSoftware to detect the defects of architectural structures on images. This article describes the architecture and process of implementation of machine learning methods for the classification of image.
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5000 USD Detection and classification of insects
AI & Machine LearningKoppert Biological Systems
The algorithm of detection of insects
The algorithm of insects
Analysis and growth control by insect types