Sales Product Image Reverse Search

Sales Product Image Reverse Search

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Sales Product Image Reverse Search

Geminate comes with a feature of searching products based on image with the feature extractor (Keras, VGG16) technique. so it will give the product list of matching or related products to match with search criteria and by this technique you will get accurate results. you can select the checkbox and add products on order lines by clicking on the "Add to Order" button.

If you search for a product and not find any product list then it will raise a warning. If you have not selected any product and you click on the "Add to Order" button it will also raise a warning.


Watch Video Tutorial

Exciting Features

Search product name with the feature extractor (Keras, VGG16) technique.
Power of tensorflow for image search engine.
Returns product list of matching or related products to match based on your search criteria.
Helps to get accurate results.
Quick add to order feature.
Raise a warning when there is no matching product record.
Raise a warning when you have not selected any product and you try to add in order lines.
Easy to use and quick to apply.

Note: Extensively Tested on Odoo Vanilla with Ubuntu OS

Screenshots

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.


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


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


Go to Settings -> General Settings -> Regenerate Tensorflow Image Dataset.
Click on "Update Dataset" to regenerate tensorflow image dataset

Screenshots


Go to Sales -> Orders -> Quotations.

Click on the "Reverse Image Product Search" button to open the wizard.

Add product image in "Image" field and click on "Search" button to get the matching products in product list.

If you change the product image in the "Image" field and click on the "Search" button then old records are automatically removed and new records are shown in the product list.

Click on "Advance Search" and put your "Limit" in the "Limit" field so it will show products in your "Limit" range.

Select on checkbox and click on the "Add to Order" button so all the selected products will add in Order Lines.

You can also change the Product Quantity by adding the quantity in the "Quantity" field and clicking on the "Add to Order" button to store the product for her updated quantity.

If there is no matching product record then it will raise a warning.

If you can click on the "Add to Order" button without selecting any product then it will raise a warning.

When your order is in "Sales Order" or "Locked" state then the Reverse Search Product button is invisible.

Note: based on the concept of tensor flow reverse image search, first priority given to exact or similar image and if the limit is still greater than the next search will be done based on color and whatever product having that color, it will return those products as well from the list.

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