update more demo.md

docs/en/introduction/more_demo/cartoon.md

+# Cartoon Demo Images
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069080-a821e0b7-8a10-4946-bf05-ff093cc16064.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069100-7539d292-1bd8-4655-8a6d-d1f2238bd618.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069103-f91359d4-1197-4a6e-b2f7-434c76a6b704.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069108-ad54ae1d-610d-4cfa-9cd6-8ee8d280d61d.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069114-3c771434-84a8-4e58-961e-d35edfbfe5ef.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069119-e8d85be5-da87-4125-ae8b-9fd4cac139d9.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069124-98c30894-4837-4f2f-8399-3d3ebadfd0a1.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069125-a9edf115-33a1-48bf-9e4f-7edbc4269a1e.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069129-98553a25-00e2-4f0f-9b44-dfc4e4f6b6d1.png " width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069131-f7649bb2-255c-4725-a635-799b8b4d815a.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069135-acb69b89-55db-41ac-9846-e2536ef3d955.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069137-1f0abfdb-6608-432e-bd40-c8e1ab86ef8b.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069140-18c6a439-f117-498d-9cdb-ade71cc2c248.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069145-80452f86-afcf-42b5-8423-328cca9e4750.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069154-63a25c1c-b448-44c2-8baf-eb31952c5476.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069156-1b881c6b-5680-4f9a-aef1-2491af50675d.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069161-8759f3d4-8456-43ea-bf54-99a646d5a109.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069167-937aa847-c661-431c-b3dc-5a3c890b31cd.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069170-43d0dce4-6c62-485d-adf4-364c8467c251.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069175-70bc9e50-b833-4a2a-8a3f-c0775dac49c2.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069179-d01f8a0f-4383-4b08-b064-4e6bb006e745.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069184-d423a84c-c9dd-4125-9dc7-397cae21efc9.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069188-fc4deb80-38a2-4c50-9a29-30cee4c8e374.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069193-77a19ee8-b1e2-4c27-9016-3440a1547470.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069196-5f050524-ac08-4831-89f5-9e9e3ce085c1.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069200-4f963171-c790-4f43-8ca3-2e701ad3731c.jpeg" width = "400" /> </div>

docs/en/introduction/more_demo/logo.md

+# Logo Demo Images
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096687-5b562e2d-0653-4be6-861d-1936a4440df2.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096698-4b95eb4b-6638-47dc-ae48-7b40744a31ba.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096701-4a4b2bd9-85f2-4d55-be4b-be6ab5e0fb81.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096706-ef4ad024-7284-4cb3-975a-779fd06b96f5.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096710-620b0495-cc83-4501-a104-dfe20afb53d2.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096713-48e629aa-c637-4603-b005-18570fa94d6d.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096715-709957f2-50bb-4edb-a6e4-e7d5601872c7.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096717-a74744cc-4fb8-4e78-b1cb-20409582ca52.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096721-d4af003c-7945-4591-9e47-4e428dc2628c.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096726-460af6ab-8595-4fb4-9960-4c66b18bee1e.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096728-81494000-92b5-40ad-a6a7-606dae3548a3.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096731-2e980977-9ee6-4e29-bdf7-8397820f70e8.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096732-7d425b45-6b04-4984-948d-278da13dd802.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096735-a9c85c14-5965-4529-a235-ce00035bd7ab.jpg " width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096736-3182efc6-ba43-4cde-9397-88a131f4fed8.jpg " width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096737-91e6fa24-1eb5-4aba-9271-5a3722cbe35b.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096740-f440f89b-5f95-493a-b087-00c7cd3481ef.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096747-31b924e3-ffb2-45ab-872e-4ff923ed04f1.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096752-1f98c937-5d83-4c29-b495-01971b5fb258.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096756-a994c7e2-b9e7-40ba-9934-78c10666217b.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096757-879749e0-9e04-4d1e-a07b-6a4322975a84.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096761-5b682ce8-4f83-4fbb-bfb7-df749912aa8b.png " width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096767-e8f701eb-d0e8-4304-b031-e2bff8c199f3.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096778-ec2ad374-b9fc-427e-9e8b-8e5d2afc6394.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096783-9ec5e04d-19e3-463d-ad9d-7a26202bbb9c.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096788-44f04979-18ca-4ba6-b833-7489b344ffff.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096791-6989451e-157c-4101-8b54-7578b05eb7c9.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096796-cc4477cf-016c-4b19-86c3-61824704ecf5.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096798-ba33ee0d-45b8-48ad-a8fa-14cd643a6976.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096805-e29a2ba8-4785-4ca6-9e0d-596fad6ce8dc.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096812-7d8c57a5-fbae-4496-8144-3b40ac74fef0.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096816-50f0ac3d-f2eb-4011-a34e-58e2e215b7b0.jpg " width = "400" /> </div>

docs/en/introduction/more_demo/more_demo.md

+## Demo images
+- Product recognition
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277277-7b29f596-35f6-4f00-8d2b-0ef0be57a090.jpg" width = "400" /> </div>
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277291-f7d2b2a1-5790-4f5b-a0e6-f5c52d04a69a.jpg" width = "400" /> </div>
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277300-8ce0d5ce-e0ca-46ea-bb9a-74df0df66ae3.jpg" width = "400" /> </div>
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277308-14a097bd-2bcd-41ce-a9e6-5e9cd0bd8b08.jpg" width = "400" /> </div>
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277311-208ae574-a708-46e2-a41e-c639322913b1.jpg" width = "400" /> </div>
+
+[More demo images](product.md)
+
+- Cartoon character recognition
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069108-ad54ae1d-610d-4cfa-9cd6-8ee8d280d61d.jpeg" width = "400" /> </div>
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069100-7539d292-1bd8-4655-8a6d-d1f2238bd618.jpeg" width = "400" /> </div>
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069080-a821e0b7-8a10-4946-bf05-ff093cc16064.jpeg" width = "400" /> </div>
+
+[More demo images](cartoon.md)
+
+- Logo recognition
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096687-5b562e2d-0653-4be6-861d-1936a4440df2.jpeg" width = "400" /> </div>
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096701-4a4b2bd9-85f2-4d55-be4b-be6ab5e0fb81.jpeg" width = "400" /> </div>
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096706-ef4ad024-7284-4cb3-975a-779fd06b96f5.jpeg" width = "400" /> </div>
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096713-48e629aa-c637-4603-b005-18570fa94d6d.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096752-1f98c937-5d83-4c29-b495-01971b5fb258.jpeg" width = "400" /> </div>
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096767-e8f701eb-d0e8-4304-b031-e2bff8c199f3.jpeg" width = "400" /> </div>
+
+[More demo images](logo.md)
+
+- Car recognition
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243899-c60f0a51-db9b-438a-9f2d-0d2893c200bb.jpeg" width = "400" /> </div>
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243905-7eeb938d-d88f-4540-a667-06e08dcf1f55.jpeg" width = "400" /> </div>
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243911-735a6ec0-a624-4965-b3cd-2b9f52fa8d65.jpeg" width = "400" /> </div>
+
+[More demo images](vehicle.md)

docs/en/introduction/more_demo/product.md

+# Product Demo Images
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277277-7b29f596-35f6-4f00-8d2b-0ef0be57a090.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277287-7bdad02a-8e3c-4e04-861c-95a5dae1f3c6.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277291-f7d2b2a1-5790-4f5b-a0e6-f5c52d04a69a.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277294-80aaab94-5109-41be-97f8-3ada73118963.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277296-2a8d7846-cd2e-454e-8b72-46233da09451.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277300-8ce0d5ce-e0ca-46ea-bb9a-74df0df66ae3.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277302-25c973eb-f9aa-42ce-b9e9-66cee738c241.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277303-3d3460da-c6aa-4994-b585-17bc9f3df504.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277306-20cbef71-cc58-4ae1-965b-4806e82988a9.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277308-14a097bd-2bcd-41ce-a9e6-5e9cd0bd8b08.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277309-be092d1c-6513-472c-8b7f-685f4353ae5b.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277311-208ae574-a708-46e2-a41e-c639322913b1.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277314-72901737-5ef5-4a23-820b-1db58c5e6ca0.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277318-aef4080c-24f2-4d92-be3c-45b500b75584.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277320-8046d0df-1256-41ce-a8d6-6d2c1292462c.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277321-e3864473-6a8e-485f-81f2-562b902d6cff.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277324-0aacc27f-699a-437b-bac0-4a20c90b47b1.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277328-8d28f754-8645-4c05-a9a6-0312bbe2f890.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277333-59da1513-e7e5-455c-ab73-7a3162216923.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277335-454c0423-5398-4348-aaab-e2652fd08999.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277338-a7d09c28-1b86-4cf5-bd79-99d51c5b5311.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277343-9c456d21-8018-4cd5-9c0b-cc7c087fac69.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277345-2ef780f1-d7c9-4cf2-a370-f220a052eb71.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277347-baa4b870-7fca-4d4c-8528-fad720270024.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277351-e0691080-ede4-49ae-9075-d36a41cebf25.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277354-509f8f85-f171-44e9-8ca1-4c3cae77b5fb.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277357-39d572b8-60ee-44db-9e0e-2c0ea2be2ed3.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277359-6caf33f6-2a38-48e5-b349-f4dd1ef2566b.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277362-260daa87-1db7-4f89-ba9c-1b32876fd3b6.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277366-14cfd2f9-d044-4288-843e-463a1816163e.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277368-b0e96341-e030-4e4d-8010-6f7c3bc94d2f.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277370-1f26e4e5-9988-4427-a035-44bfd9d472d6.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277372-27e60b60-cd5c-4b05-ae38-2e9524c627f3.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277374-bd292bb2-e1f9-4d5f-aa49-d67ac571d01b.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277377-b0b8cdb9-8196-4598-ae47-b615914bf6bf.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277382-fc89d18a-a57b-4331-adbb-bda3584fb122.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277386-d676467c-9846-4051-8192-b3e089d01cdc.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277390-83f66d3f-c415-47e6-b651-6b51fbe59bbf.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277394-9895d654-3163-4dd9-882c-ac5a893e2ad3.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277396-9e5e3aa3-6d9e-40ab-a325-2edea452156d.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277399-b92e2092-eabd-45c8-bf36-b2e238167892.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277404-285f943a-de70-48b8-9545-53e229b7350d.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277406-0b7ec434-f064-4985-80f3-c00735b3e32d.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277408-4f9b8b19-42c2-4ba4-bf6d-b95ababe0313.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277409-6df0faf7-71b7-4c9a-a875-36ae7ee7129d.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277411-9c2b364a-749d-465e-a85d-29a69e9ff3ef.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277413-c54a462c-dd3b-4ad0-985d-ef0ec1f216ec.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277414-6d922055-cd59-4f84-b5b6-651209d6336a.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277417-78e1322e-4039-4232-b217-1be4f207f804.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277419-181822a3-bae6-4c4f-9959-59e991c2df6c.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277422-76f09d84-cb47-4332-aa88-a12458cd8993.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277424-a72203b5-1a99-4464-a39c-245f7a891f25.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277429-521ac9a6-e4c3-4c74-9c5b-8e8dd6cddf34.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277433-4f9fb9c8-7930-4303-b54e-a6eace347923.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277434-f3aa3565-a2c5-4c1c-ab44-930a8b073b5f.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277437-90cf1cd7-6a62-4ac4-ac85-3aa534e50cee.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277439-54e168bc-9518-429e-9e97-cb9ca5e811c9.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277441-a3c277d7-c889-4556-b74a-400cadf8b771.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277442-22a0cd38-acd8-4b5a-8e59-c4bea852fb79.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277444-ea662034-c17f-47ba-9ea3-694d3cb0c880.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277448-a71f4a0a-c3cc-4432-a803-843b7c65307f.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277449-0b3a2e98-3e09-4bd6-be32-c35f44154e8a.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277452-e36ccc63-8e39-4973-a336-4ace855d25e6.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277454-bddd9527-b189-4771-ab9e-52085db5a44d.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277455-7ea277ba-bc75-48db-9567-40e1acb56f02.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277460-0f5ee4dc-5ece-45d5-8ef9-666f1be41b76.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277461-37cab773-6341-4c91-b1f4-780d530eab3b.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277465-8f53ef9d-0465-4a90-afac-b1dd3c970b72.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277467-655ddabe-cbe0-4d1f-a30e-c2965428e8d7.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277470-4587e905-3fc8-4dad-84ee-0844ba4d2474.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277473-a155944f-efe3-492a-babc-2f3fe700a99b.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277475-c95ab821-f5ae-427a-8721-8991f9c7f29f.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277479-55b59855-2ed6-4526-9481-6b92b25fef97.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277484-556f0e4c-007b-4f6a-b21f-c485f630cbcb.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277486-a39eb069-bc13-415e-b936-ba294216dfac.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277487-80952841-6a76-4fb3-8049-fe15ce8f7cfb.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277491-e892a6a8-6f9a-46c7-83e0-261cfb92d276.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277494-520f483e-654d-4399-9684-1fcd9778b76e.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277496-54b1ada5-e6a6-4654-a8a6-739511cec750.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277500-ff7e2afd-9cd7-484a-bd1e-362226f5197f.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277501-94489261-bea5-4492-bf3e-98cc8aaa7a7f.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277504-567a32bc-a573-4154-a9cd-6acbec923768.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277506-e893d4d5-43ce-4df1-9f08-3cdf6a8c7e2c.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277509-5766629f-bb92-4552-b34a-647e29b9a89b.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277511-8821708b-09f0-4aab-86dd-40ae3794697a.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277515-ed6a0dff-bd91-4233-a9af-e2744df7c7e0.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277519-1883d6a1-9348-4514-8924-dde27dd38704.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277524-b9d8515c-4df2-410a-b4a6-da098cb9da61.jpg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277526-52a9c666-a799-4921-b371-41d97d7d9242.jpg" width = "400" /> </div>

docs/en/introduction/more_demo/vehicle.md

+# Vehicle Demo Images
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243899-c60f0a51-db9b-438a-9f2d-0d2893c200bb.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243904-fdbe2e01-dc7c-449a-8e9e-baea4f85fee4.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243905-7eeb938d-d88f-4540-a667-06e08dcf1f55.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243908-c7f1e3ea-92a7-429b-888c-732b9ec5398f.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243911-735a6ec0-a624-4965-b3cd-2b9f52fa8d65.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243913-baec489a-5463-472b-b5d1-418bcd4eb978.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243916-f50dfcdd-2d5f-48f9-876f-dbc05f4afa30.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243920-7a65ec82-8312-421e-985a-c394f11af28f.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243922-458e6dca-fb80-4baf-951e-9651080dc242.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243926-5df3036b-9ea1-441c-b30a-b4f847df25ab.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243927-7673d94a-fbb0-4a92-a3f3-c879a432a7db.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243928-91082855-c5a7-4a3f-aeea-7a2e51e43183.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243929-88fe7efa-b212-4105-af2f-2248a6cb2877.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243933-49e71d02-8228-40ec-99b2-3ed862bf4ba5.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243935-530fbfa3-0d34-4d9d-bd59-2fde5659f7e5.jpeg" width = "400" /> </div>
+
+<div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243940-d289fc7d-d343-4aa5-a807-9ce09a241ccd.jpeg" width = "400" /> </div>

docs/en/more_demo.md

-## Demo images
-- Product recognition
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_product/channelhandle_5_en.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_product/cliniqueblush_1_en.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_product/daoxiangcunjinzhubing_10_en.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_product/gannidress_10_en.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_product/gbyingerche_15_en.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_product/lafiolewine_03_en.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_product/taochunqiu_8_en.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_product/weiduomeinaiyougege_10_en.jpg"  width = "400" />
-</div>
-
-- Cartoon character recognition
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_cartoon/labixiaoxin-005_en.jpeg"  width = "400" />
-</div>
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_cartoon/liuchuanfeng-010_en.jpeg"  width = "400" />
-</div>
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_cartoon/zhangchulan-007_en.jpeg"  width = "400" />
-</div>
-
-- Logo recognition
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_logo/cctv_4_en.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_logo/mangguo_8_en.jpeg"  width = "400" />
-</div>
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_logo/zhongshiyou-007_en.jpg"  width = "400" />
-</div>
-
-- Car recognition
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_vehicle/audia5-115_en.jpeg"  width = "400" />
-</div>
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_vehicle/bentian-yage-101_en.jpeg"  width = "400" />
-</div>
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_vehicle/bmw-m340-107_en.jpeg"  width = "400" />
-</div>
-
-[More demo images](../images/recognition/more_demo_images)

docs/zh_CN/introduction/more_demo.md → docs/zh_CN/introduction/more_demo/more_demo.md

@@ -6,7 +6,7 @@
 <div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277308-14a097bd-2bcd-41ce-a9e6-5e9cd0bd8b08.jpg" width = "400" /> </div>
 <div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140277311-208ae574-a708-46e2-a41e-c639322913b1.jpg" width = "400" /> </div>
 
-[更多效果图](../../images/recognition/more_demo_images/product.md)
+[更多效果图](product.md)
 
 
 - 动漫人物识别
@@ -15,7 +15,7 @@
 <div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069100-7539d292-1bd8-4655-8a6d-d1f2238bd618.jpeg" width = "400" /> </div>
 <div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140069080-a821e0b7-8a10-4946-bf05-ff093cc16064.jpeg" width = "400" /> </div>
 
-[更多效果图](../../images/recognition/more_demo_images/cartoon.md)
+[更多效果图](cartoon.md)
 
 
 - logo识别
@@ -24,16 +24,10 @@
 <div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096701-4a4b2bd9-85f2-4d55-be4b-be6ab5e0fb81.jpeg" width = "400" /> </div>
 <div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096706-ef4ad024-7284-4cb3-975a-779fd06b96f5.jpeg" width = "400" /> </div>
 <div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096713-48e629aa-c637-4603-b005-18570fa94d6d.jpeg" width = "400" /> </div>
-
 <div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096752-1f98c937-5d83-4c29-b495-01971b5fb258.jpeg" width = "400" /> </div>
 <div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140096767-e8f701eb-d0e8-4304-b031-e2bff8c199f3.jpeg" width = "400" /> </div>
 
 
-
-
-
-
-
 [更多效果图](../../images/recognition/more_demo_images/logo.md)
 
 
@@ -43,4 +37,4 @@
 <div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243905-7eeb938d-d88f-4540-a667-06e08dcf1f55.jpeg" width = "400" /> </div>
 <div align="center"> <img src="https://user-images.githubusercontent.com/12560511/140243911-735a6ec0-a624-4965-b3cd-2b9f52fa8d65.jpeg" width = "400" /> </div>
 
-[更多效果图](../../images/recognition/more_demo_images/vehicle.md)
+[更多效果图](vehicle.md)

docs/zh_CN/others/more_demo.md

-## 识别效果展示
-- 商品识别
-<div align="center">
-<img src="../../images/recognition/more_demo_images/output_product/channelhandle_5.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="../../images/recognition/more_demo_images/output_product/cliniqueblush_1.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="../../images/recognition/more_demo_images/output_product/daoxiangcunjinzhubing_10.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="../../images/recognition/more_demo_images/output_product/gannidress_10.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="../../images/recognition/more_demo_images/output_product/gbyingerche_15.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="../../images/recognition/more_demo_images/output_product/lafiolewine_03.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="../../images/recognition/more_demo_images/output_product/taochunqiu_8.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="../../images/recognition/more_demo_images/output_product/weiduomeinaiyougege_10.jpg"  width = "400" />
-</div>
-
-- 动漫人物识别
-<div align="center">
-<img src="../../images/recognition/more_demo_images/output_cartoon/labixiaoxin-005.jpeg"  width = "400" />
-</div>
-<div align="center">
-<img src="../../images/recognition/more_demo_images/output_cartoon/liuchuanfeng-010.jpeg"  width = "400" />
-</div>
-<div align="center">
-<img src="../../images/recognition/more_demo_images/output_cartoon/zhangchulan-007.jpeg"  width = "400" />
-</div>
-
-- logo 识别
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_logo/cctv_4.jpg"  width = "400" />
-</div>
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_logo/mangguo_8.jpeg"  width = "400" />
-</div>
-<div align="center">
-<img src="../images/recognition/more_demo_images/output_logo/zhongshiyou-007.jpg"  width = "400" />
-</div>
-
-- 车辆识别
-<div align="center">
-<img src="../../images/recognition/more_demo_images/output_vehicle/audia5-115.jpeg"  width = "400" />
-</div>
-<div align="center">
-<img src="../../images/recognition/more_demo_images/output_vehicle/bentian-yage-101.jpeg"  width = "400" />
-</div>
-<div align="center">
-<img src="../../images/recognition/more_demo_images/output_vehicle/bmw-m340-107.jpeg"  width = "400" />
-</div>
-
-[更多效果图](../../images/recognition/more_demo_images)