Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Clarifai support #7

Open
28mm opened this issue Feb 23, 2017 · 4 comments
Open

Clarifai support #7

28mm opened this issue Feb 23, 2017 · 4 comments
Assignees
@28mm
Labels
enhancement

Comments

@28mm
Copy link
Owner

28mm commented Feb 23, 2017 •
edited
Loading

Clarifai has a free tier that supports < 5000 requests / month. Clarifai offers a set of features that overlaps with other services:

  1. General image classification
  2. Face detection
  3. Celebrity recogntion (also: Microsoft, Watson)
  4. Dominant Color determination (also: Microsoft)
  5. NSFW Image detection (also: Microsoft)

As well as some interesting models that offer greater specificity within a restricted domain:

  1. Travel
  2. Wedding
  3. Food
  4. Apparel

In addition, Clarifai has

  1. the ability to train custom models, which would be an interesting feature addition.
  2. multiple language support.

https://developer.clarifai.com/models
https://developer.clarifai.com/pricing
@28mm 28mm self-assigned this Feb 23, 2017
28mm added a commit that referenced this issue Feb 24, 2017
@28mm
1st pass at Clarifai support. Issue #7
f28a196
28mm added a commit that referenced this issue Feb 24, 2017
@28mm
Clarifai support for face detection. Issue #7
a3b7d14
28mm added a commit that referenced this issue Feb 25, 2017
@28mm
Update feature matrix, mentions of Clarifai and Watson (#4, #7)
d0095ac
28mm added a commit that referenced this issue Feb 28, 2017
@28mm
Clarifai support for selectable and multiple models. Issue #7.
5332f5e
@28mm
Copy link
Owner Author

28mm commented Feb 28, 2017

A 1st pass at multiple/selectable models.

[user@host]$ fovea --provider clarifai --model nsfw-v1.0 --model travel-v1.0  ../ex/petit\ soldat.jpg
0.9975989	sfw
0.002401174	nsfw
0.81481314	Wardrobe
0.7422658	Couch
0.5821117	Massage
0.5710578	People
0.45137754	Television
0.43034348	Lamp
0.34137008	Details
0.311964	Animals
0.30856794	Wedding
0.30099514	Chair
0.2610772	Telephone
0.23296061	Daytime
0.2257206	In-Room Kitchenette
0.22352721	Bathroom Shower
0.19117762	Bathroom Bathtub
0.13685365	Bathroom Sink
0.12062782	Bunk Beds
0.10399384	Desk
0.103389286	Coffee Machine
0.089739025	Minibar

28mm added a commit that referenced this issue Feb 28, 2017
@28mm
nsfw, --adult support for Clarifai, Microsoft. #7.
0365110
@28mm
Copy link
Owner Author

28mm commented Feb 28, 2017 •
edited
Loading

list available models with --list-models:

[user@host]$ fovea --provider clarifai --list-models
general-v1.3	aaa03c23b3724a16a56b629203edc62c
food-items-v1.0	ecf02b31ad884d6785a9bd950f8e986c
apparel	e0be3b9d6a454f0493ac3a30784001ff
weddings-v1.0	c386b7a870114f4a87477c0824499348
travel-v1.0	eee28c313d69466f836ab83287a54ed9
celeb-v1.3	e466caa0619f444ab97497640cefc4dc
color	eeed0b6733a644cea07cf4c60f87ebb7
nsfw-v1.0	e9576d86d2004ed1a38ba0cf39ecb4b1

Find new models with .../utilities/clarifai/clarifai-models.py:

[user@host]$ ./clarfai-models.py
weddings-v1.0	beaecb4d63b2485689d9b5aa95a33e40	2017-02-15T00:19:30.306957Z
food-items-v1.0	ecf02b31ad884d6785a9bd950f8e986c	2017-02-15T00:19:30.306957Z
nsfw-v1.0	ebfdb56692f34e18b88ff9ae258e756f	2017-02-15T00:19:30.306957Z
apparel	aeae096937544d1e9e24545590004caa	2017-02-15T00:19:30.306957Z
travel-v1.0	aa59a3a6a5ed43c49ac99dccbfd97c10	2017-02-15T00:19:30.306957Z
age_gender_ethnicity	c0c0ac362b03416da06ab3fa36fb58e3	2016-12-23T06:08:44.271674Z
apparel	e0be3b9d6a454f0493ac3a30784001ff	2016-12-20T22:43:29.831402Z
celeb-v1.3	e466caa0619f444ab97497640cefc4dc	2016-10-25T19:30:38.541073Z
face-v1.3	a403429f2ddf4b49b307e318f00e528b	2016-10-25T19:30:38.541073Z
face-v1.3	d02b4508df58432fbb84e800597b8959	2016-10-25T19:30:38.541073Z
weddings-v1.0	c386b7a870114f4a87477c0824499348	2016-09-22T19:14:51.993209Z
nsfw-v1.0	e9576d86d2004ed1a38ba0cf39ecb4b1	2016-09-17T22:18:59.955626Z
travel-v1.0	eee28c313d69466f836ab83287a54ed9	2016-09-17T22:18:59.955626Z
food-items-v1.0	bd367be194cf45149e75f01d59f77ba7	2016-09-17T22:18:59.955626Z
general-v1.3	cccbe437d6e54e2bb911c6aa292fb072	2016-06-17T22:01:04.144732Z
general-v1.3	bbb5f41425b8468d9b7a554ff10f8581	2016-06-17T22:01:04.144732Z
color	eeed0b6733a644cea07cf4c60f87ebb7	2016-05-11T18:05:45.924367Z
general-v1.3	aaa03c23b3724a16a56b629203edc62c	2016-03-09T17:11:39.608845Z

28mm added a commit that referenced this issue Mar 28, 2017
@28mm
Tabular output for celebrity faces. Clarifai. #7.
bb2a4f2
@28mm
Copy link
Owner Author

28mm commented Mar 28, 2017 •
edited
Loading

Celebrity face recognition. left-x, top-y, length, width, confidence, id, name...

fovea --provider clarifai --celebrities https://upload.wikimedia.org/wikipedia/en/1/15/Edward_Said.jpg
83	70	88	88	0.61	ai_90xmCG20	james cromwell
83	70	88	88	0.07	ai_5MZwFQSw	richard portnow

28mm added a commit that referenced this issue Mar 29, 2017
@28mm
Clarifai dominant color support. #7.
938e874
@28mm
Copy link
Owner Author

28mm commented Mar 29, 2017 

[patrick@fausto]$ fovea --color --provider clarifai ~/Desktop/Alejandro+Valverde+b9UASwuiGQHm.jpg
0.11	#2c2a27	#000000	Black
0.61	#4b7ea7	#4682b4	SteelBlue
0.07	#da3037	#dc143c	Crimson
0.09	#a6beb9	#c0c0c0	Silver
0.01	#ddbf3f	#daa520	Goldenrod
0.10	#a27b67	#bc8f8f	RosyBrown

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees

@28mm 28mm

Labels
enhancement
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
1 participant
@28mm