TelegramBot for removing background. You can chat with the bot: https://t.me/CleanBackBot
This TelegramBot is written with python and aiogram. He is able to remove background from your photo. For removing task bot has 3 different solution!
The first solution is DeebLabv3 Resnet101 neural network is learnt on CocoDataset. During the learning was used bootstrap samples for decreasig overlearning, also was used scheduler for learning rate. The average iou metric for validation was got near 0.95.
The second solution is using API for the Benzin.io. These guys made a pretty well system for removing background.
The third solution is applying a rembg library. This library is based on the U2-Net neural network.
Examples for every solution.
| Original | Benzin.io | RemBG | DeepLabv3 |
|---|---|---|---|
|
|
|
|
Here is examples for every solution.
| Original | Benzin.io | RemBG | DeepLabv3 |
|---|---|---|---|
|
|
|
|