Ecommerce Product Reverse Image Search
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The document describes an ecommerce product reverse image search feature named Geminate, which utilizes a Keras-based feature extractor (vgg16) to find matching products based on images. Users can search for products by uploading images, view results, and add items to their cart, with notifications for no matches found. It outlines configuration requirements, workflow, and offers 60 days of free support for users.
![in /etc/odoo.conf:
---------------------------
[options]
limit_memory_hard = 3221225472
limit_memory_soft = 3221225472
limit_request = 8192
limit_time_cpu = 600
limit_time_real = 1200
max_cron_threads = 1
workers = 8](https://image.slidesharecdn.com/websiteproductimagereversesearch-20220301100529-220301140031/85/Ecommerce-Product-Reverse-Image-Search-8-320.jpg)
Ecommerce Product Reverse Image Search
- 2. Ecommerce Product Reverse Image Search Geminate comes with the feature of searching for products based on images with the feature extractor (Keras, VGG16) technique. so it will give you a product list of matching or related products to match with your search criteria and, by this technique, you will get accurate results. you can search for the product and add them to the shopping cart by clicking on the "Add to Cart" button. If you search for a product and do not find any product lists, then it will raise a notification.
- 3. Hot Features ● Search product images with the feature extractor (Keras, VGG16) technique. ● Power of tensorflow for image search engine. ● Returns a product list of matching or related products to match based on your search criteria. Note: Extensively Tested on Odoo Vanilla with Ubuntu OS
- 4. HOW IT WORKS? ● Workflow
- 6. Overview: Content-based sales product image reverse search is one of the most essential techniques used for interacting with visual collections. Although significant progress has been made in the last decade, existing technologies have only been evaluated on a standard benchmark such as the Oxford dataset, which mainly consists of building images. There has not been enough discussion about how to create a practical and large-scale visual search system for real-world applications, such as recommendation for shopping items in online marketplaces or re-identification for pedestrians in a security scenario.
- 7. Configuration: Configuration sample ---------------------------- Server with 4 CPU, 8 Thread 60 concurrent users 60 users / 6 = 10 <- theoretical number of worker needed (4 * 2) + 1 = 9 <- theoretical maximal number of worker We use 8 workers + 1 for cron. We also use a monitoring system to measure cpu load, and check if it is between 7 and 7.5 . RAM = 3072(Mb) * 1024 * 1024 ~= 3Go RAM for Odoo
- 8. in /etc/odoo.conf: --------------------------- [options] limit_memory_hard = 3221225472 limit_memory_soft = 3221225472 limit_request = 8192 limit_time_cpu = 600 limit_time_real = 1200 max_cron_threads = 1 workers = 8
- 9. ● Go to Settings -> General Settings -> Reverse Image Search ● Click on "Update image reverse search" to regenerate the tensorflow image dataset.
- 11. ● Go to the WEBSITE -> Shop.
- 13. ● Click on the button to open the wizard.
- 16. ● Upload a product image into the "Image" section and click on the "Search" button to get the matching products in the product list.
- 18. ● If you change the product image into the "Image" section and click on the "Search" button, then old records are automatically removed and new records are shown in the product list.
- 21. ● Click on the "Add to Cart" button to add products to "My Cart" and you can also add multiple-quantity products to "My Cart". ● My cart is empty!
- 23. ● When you click on the "Add to Cart" button, products will be added to "My Cart".
- 25. ● Products are added to "My Cart".
- 28. ● If there is no matching product record then it will raise a notification.
- 30. Note: Based on the concept of tensorflow reverse image search, first priority is given to exact or similar images, and if the limit is still greater, the next search will be done based on color, and whatever product has that color, it will return those products as well from the list.
- 32. Watch on YouTube Geminate Oddo Services Our Services Odoo Customization Odoo Implementation Odoo Integration Odoo Support
- 33. Complimentary Support You will get 60 days free support for any doubt, queries, and bug fixing (excluding data recovery) or any type of issue related to this module.
- 34. Contact / Support Need assistance? WEBSITE SENT MAIL
- 35. THANK YOU