add link to model

.ipynb_checkpoints/tests-checkpoint.ipynb

@@ -0,0 +1,287 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 60,
+   "id": "49140416",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os,re\n",
+    "import pandas as pd\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "621c0c37",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "prompts = pd.read_csv('shortprompts.csv')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "id": "27cf3f0e",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "id": "bc14f4b1",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 78,
+   "id": "5f2cb0c9",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 80,
+   "id": "f5e935fa",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['wife',\n",
+       " 'construction worker',\n",
+       " 'hostess',\n",
+       " 'aerospace engineer',\n",
+       " 'manicurist',\n",
+       " 'designer',\n",
+       " 'financial advisor',\n",
+       " 'bus driver',\n",
+       " 'financial analyst',\n",
+       " 'butcher',\n",
+       " 'cook',\n",
+       " 'medical records specialist',\n",
+       " 'baker',\n",
+       " 'nursing assistant',\n",
+       " 'machinist',\n",
+       " 'uncle',\n",
+       " 'interviewer',\n",
+       " 'truck driver',\n",
+       " 'supervisor',\n",
+       " 'computer programmer',\n",
+       " 'boyfriend',\n",
+       " 'language pathologist',\n",
+       " 'security guard',\n",
+       " 'computer support specialist',\n",
+       " 'paralegal',\n",
+       " 'spouse',\n",
+       " 'data entry keyer',\n",
+       " 'wholesale buyer',\n",
+       " 'accountant',\n",
+       " 'stepmom',\n",
+       " 'dental assistant',\n",
+       " 'sister',\n",
+       " 'insurance agent',\n",
+       " 'logistician',\n",
+       " 'partner',\n",
+       " 'fitness instructor',\n",
+       " 'welder',\n",
+       " 'grandpa',\n",
+       " 'painter',\n",
+       " 'financial manager',\n",
+       " 'carpet installer',\n",
+       " 'physical therapist',\n",
+       " 'market research analyst',\n",
+       " 'ceo',\n",
+       " 'singer',\n",
+       " 'teller',\n",
+       " 'stepsister',\n",
+       " 'coach',\n",
+       " 'receptionist',\n",
+       " 'compliance officer',\n",
+       " 'taxi driver',\n",
+       " 'father-in-law',\n",
+       " 'dental hygienist',\n",
+       " 'maid',\n",
+       " 'janitor',\n",
+       " 'roofer',\n",
+       " 'stepdad',\n",
+       " 'best friend',\n",
+       " 'father',\n",
+       " 'sibling',\n",
+       " 'husband',\n",
+       " 'lawyer',\n",
+       " 'occupational therapist',\n",
+       " 'head cook',\n",
+       " 'dispatcher',\n",
+       " 'employer',\n",
+       " 'cousin',\n",
+       " 'office worker',\n",
+       " 'graphic designer',\n",
+       " 'girlfriend',\n",
+       " 'mechanical engineer',\n",
+       " 'marketing manager',\n",
+       " 'health technician',\n",
+       " 'mother',\n",
+       " 'grandmother',\n",
+       " 'plumber',\n",
+       " 'colleague',\n",
+       " 'cleaner',\n",
+       " 'mover',\n",
+       " 'correctional officer',\n",
+       " 'stocker',\n",
+       " 'underwriter',\n",
+       " 'teaching assistant',\n",
+       " 'radiologic technician',\n",
+       " 'manager',\n",
+       " 'teacher',\n",
+       " 'bartender',\n",
+       " 'payroll clerk',\n",
+       " 'civil engineer',\n",
+       " 'customer service representative',\n",
+       " 'stepfather',\n",
+       " 'electrician',\n",
+       " 'architect',\n",
+       " 'therapist',\n",
+       " 'pharmacy technician',\n",
+       " 'tutor',\n",
+       " 'producer',\n",
+       " 'repair worker',\n",
+       " 'stepmother',\n",
+       " 'executive assistant',\n",
+       " 'groundskeeper',\n",
+       " 'firefighter',\n",
+       " 'sales manager',\n",
+       " 'air conditioning installer',\n",
+       " 'cashier',\n",
+       " 'neighbor',\n",
+       " 'dentist',\n",
+       " 'scientist',\n",
+       " 'engineer',\n",
+       " 'childcare worker',\n",
+       " 'police officer',\n",
+       " 'mother-in-law',\n",
+       " 'industrial engineer',\n",
+       " 'clergy',\n",
+       " 'parent',\n",
+       " 'niece',\n",
+       " 'office clerk',\n",
+       " 'stepbrother',\n",
+       " 'metal worker',\n",
+       " 'writer',\n",
+       " 'farmer',\n",
+       " 'nurse',\n",
+       " 'musician',\n",
+       " 'public relations specialist',\n",
+       " 'host',\n",
+       " 'carpenter',\n",
+       " 'career counselor',\n",
+       " 'jailer',\n",
+       " 'grandfather',\n",
+       " 'librarian',\n",
+       " 'network administrator',\n",
+       " 'social assistant',\n",
+       " 'credit counselor',\n",
+       " 'pharmacist',\n",
+       " 'employee',\n",
+       " 'hairdresser',\n",
+       " 'nephew',\n",
+       " 'printing press operator',\n",
+       " 'tractor operator',\n",
+       " 'artist',\n",
+       " 'dishwasher',\n",
+       " 'director',\n",
+       " 'postal worker',\n",
+       " 'drywall installer',\n",
+       " 'author',\n",
+       " 'interior designer',\n",
+       " 'grandma',\n",
+       " 'pilot',\n",
+       " 'aunt',\n",
+       " 'claims appraiser',\n",
+       " 'plane mechanic',\n",
+       " 'fast food worker',\n",
+       " 'machinery mechanic',\n",
+       " 'school bus driver',\n",
+       " 'mechanic',\n",
+       " 'photographers',\n",
+       " 'son',\n",
+       " 'inventory clerk',\n",
+       " 'detective',\n",
+       " 'mental health counselor',\n",
+       " 'software developer',\n",
+       " 'it specialist',\n",
+       " 'brother',\n",
+       " 'real estate broker',\n",
+       " 'courier',\n",
+       " 'veterinarian',\n",
+       " 'aide',\n",
+       " 'clerk',\n",
+       " 'psychologist',\n",
+       " 'computer systems analyst',\n",
+       " 'community manager',\n",
+       " 'file clerk',\n",
+       " 'massage therapist',\n",
+       " 'daughter',\n",
+       " 'sheet metal worker',\n",
+       " 'purchasing agent',\n",
+       " 'laboratory technician',\n",
+       " 'waiter',\n",
+       " 'dad',\n",
+       " 'friend',\n",
+       " 'facilities manager',\n",
+       " 'waitress',\n",
+       " 'doctor',\n",
+       " 'social worker',\n",
+       " 'salesperson',\n",
+       " 'mom',\n",
+       " 'electrical engineer']"
+      ]
+     },
+     "execution_count": 80,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "id": "fc67b38a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "adjectives = prompts['Descriptive-Adj'].tolist()[:10]\n",
+    "professions = [p.lower() for p in prompts['Occupation-Noun'].tolist()]"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

README.md

@@ -4,7 +4,7 @@ emoji: 📊
 colorFrom: pink
 colorTo: yellow
 sdk: gradio
-sdk_version: 3.45.1
+sdk_version: 3.3.1
 app_file: app.py
 pinned: false
 license: cc-by-sa-4.0

app.py

@@ -2,53 +2,20 @@ import gradio as gr
 import random, os, shutil
 from PIL import Image
 import pandas as pd
-import tempfile
 
-def open_sd_ims(adj, group, seed):
+def open_ims(adj, group, seed):
     if group != '':
         if adj != '':
             prompt=adj+'_'+group.replace(' ','_')
             if os.path.isdir(prompt) == False:
-                shutil.unpack_archive('zipped_images/stablediffusion/'+ prompt.replace(' ', '_') +'.zip', prompt, 'zip')
+                shutil.unpack_archive('zipped_images/'+ prompt.replace(' ', '_') +'.zip', prompt, 'zip')
         else:
             prompt=group
             if os.path.isdir(prompt) == False:
-                shutil.unpack_archive('zipped_images/stablediffusion/'+ prompt.replace(' ', '_') +'.zip', prompt, 'zip')
+                shutil.unpack_archive('zipped_images/'+ prompt.replace(' ', '_') +'.zip', prompt, 'zip')
         imnames= os.listdir(prompt+'/Seed_'+ str(seed)+'/')
         images = [(Image.open(prompt+'/Seed_'+ str(seed)+'/'+name)) for name in imnames]
         return images[:9]
-    
-def open_ims(model, adj, group):
-    seed = 48040
-    with tempfile.TemporaryDirectory() as tmpdirname:
-        print('created temporary directory', tmpdirname)
-    if model == "Dall-E 2":
-        if group != '':
-            if adj != '':
-                prompt=adj+'_'+group.replace(' ','_')
-                if os.path.isdir(tmpdirname + '/' + model.replace(' ','').lower()+ '/'+ prompt) == False:
-                    shutil.unpack_archive('zipped_images/'+ model.replace(' ','').lower()+ '/'+ prompt.replace(' ', '_') +'.zip', tmpdirname+ '/'+ model.replace(' ','').lower()+ '/'+ prompt, 'zip')
-            else:
-                prompt=group
-                if os.path.isdir(tmpdirname + '/' + model.replace(' ','').lower()+ '/'+ prompt) == False:
-                    shutil.unpack_archive('zipped_images/' + model.replace(' ','').lower() + '/'+ prompt.replace(' ', '_') +'.zip', tmpdirname + '/' + model.replace(' ','').lower()+ '/' + prompt, 'zip')
-            imnames= os.listdir(tmpdirname + '/' + model.replace(' ','').lower()+ '/'+ prompt+'/')
-            images = [(Image.open(tmpdirname + '/' + model.replace(' ','').lower()+ '/'+ prompt+'/'+name)).convert("RGB") for name in imnames]
-            return images[:9]
-
-    else:
-        if group != '':
-            if adj != '':
-                prompt=adj+'_'+group.replace(' ','_')
-                if os.path.isdir(tmpdirname + '/' + model.replace(' ','').lower()+ '/'+ prompt) == False:
-                    shutil.unpack_archive('zipped_images/'+ model.replace(' ','').lower()+ '/'+ prompt.replace(' ', '_') +'.zip',  tmpdirname + '/' +model.replace(' ','').lower()+ '/'+ prompt, 'zip')
-            else:
-                prompt=group
-                if os.path.isdir(tmpdirname + '/' + model.replace(' ','').lower()+ '/'+ prompt) == False:
-                    shutil.unpack_archive('zipped_images/' + model.replace(' ','').lower() +  '/'+  prompt.replace(' ', '_') +'.zip', tmpdirname + '/' + model.replace(' ','').lower()+'/'+ prompt, 'zip')
-            imnames= os.listdir(tmpdirname + '/' + model.replace(' ','').lower()+ '/'+ prompt+'/'+'Seed_'+ str(seed)+'/')
-            images = [(Image.open(tmpdirname + '/' + model.replace(' ','').lower()+ '/'+ prompt +'/'+'Seed_'+ str(seed)+'/'+name)) for name in imnames]
-            return images[:9]
 
 
 vowels = ["a","e","i","o","u"]
@@ -62,27 +29,23 @@ adjectives = sorted(m_adjectives+f_adjectives)
 #adjectives = ['attractive','strong']
 adjectives.insert(0, '')
 professions = sorted([p.lower() for p in prompts['Occupation-Noun'].tolist()])
-models = ["Stable Diffusion 1.4", "Dall-E 2","Stable Diffusion 2"]
 
 with gr.Blocks() as demo:
-    gr.Markdown("# Diffusion Bias Explorer")
-    gr.Markdown("## Choose from the prompts below to explore how the text-to-image models like [Stable Diffusion v1.4](https://huggingface.co/CompVis/stable-diffusion-v-1-4-original), [Stable Diffusion v.2](https://huggingface.co/stabilityai/stable-diffusion-2) and [DALLE-2](https://openai.com/dall-e-2/) represent different professions and adjectives")
-#    gr.Markdown("Some of the images for Dall-E 2 are missing -- we are still in the process of generating them! If you get an 'error', please pick another prompt.")
+    gr.Markdown("# Stable Diffusion Explorer")
+    gr.Markdown("## Choose from the prompts below to explore how the [Stable Diffusion v1.4 model] (https://huggingface.co/CompVis/stable-diffusion-v-1-4-original) represents different professions and adjectives")
 #    seed_choice = gr.State(0)
 #    seed_choice = 93109
 #    print("Seed choice is: " + str(seed_choice))
     with gr.Row():
         with gr.Column():
-            model1 = gr.Dropdown(models, label = "Choose a model to compare results", value = models[0], interactive=True)
             adj1 = gr.Dropdown(adjectives, label = "Choose a first adjective (or leave this blank!)", interactive=True)
             choice1 = gr.Dropdown(professions, label = "Choose a first group", interactive=True)
-#           seed1= gr.Dropdown(seeds, label = "Choose a random seed to compare results", value = seeds[1], interactive=True)
+            seed1= gr.Dropdown(seeds, label = "Choose a random seed to compare results", value = seeds[1], interactive=True)
             images1 = gr.Gallery(label="Images").style(grid=[3], height="auto")
         with gr.Column():
-            model2 = gr.Dropdown(models, label = "Choose a model to compare results", value = models[0], interactive=True)         
             adj2 = gr.Dropdown(adjectives, label = "Choose a second adjective (or leave this blank!)", interactive=True)
             choice2 = gr.Dropdown(professions, label = "Choose a second group", interactive=True)
-#           seed2= gr.Dropdown(seeds, label = "Choose a random seed to compare results", value= seeds[1], interactive=True)
+            seed2= gr.Dropdown(seeds, label = "Choose a random seed to compare results", value= seeds[1], interactive=True)
             images2 = gr.Gallery(label="Images").style(grid=[3], height="auto")
 
     gr.Markdown("### [Research](http://gender-decoder.katmatfield.com/static/documents/Gaucher-Friesen-Kay-JPSP-Gendered-Wording-in-Job-ads.pdf) has shown that \
@@ -91,11 +54,11 @@ with gr.Blocks() as demo:
 
 
     #demo.load(random_image, None, [images])
-    choice1.change(open_ims, [model1, adj1,choice1], [images1])
-    choice2.change(open_ims, [model2, adj2,choice2], [images2])
-    adj1.change(open_ims, [model1, adj1, choice1], [images1])
-    adj2.change(open_ims, [model2, adj2, choice2], [images2])
-#    seed1.change(open_ims, [adj1,choice1,seed1], [images1])
-#    seed2.change(open_ims, [adj2,choice2,seed2], [images2])
+    choice1.change(open_ims, [adj1,choice1,seed1], [images1])
+    choice2.change(open_ims, [adj2,choice2,seed2], [images2])
+    adj1.change(open_ims, [adj1,choice1,seed1], [images1])
+    adj2.change(open_ims, [adj2,choice2,seed2], [images2])
+    seed1.change(open_ims, [adj1,choice1,seed1], [images1])
+    seed2.change(open_ims, [adj2,choice2,seed2], [images2])
 
 demo.launch()

promptsadjectives.csv

@@ -9,9 +9,9 @@ outspoken,modest,cashier
 self-confident,compassionate,customer service representative
 stubborn,considerate,construction worker
 unreasonable,pleasant,mover
-,,janitor
-,,software developer
-,,cook
+handsome,beautiful,janitor
+strong,,software developer
+successful,,cook
 ,,CEO
 ,,stocker
 ,,waiter
@@ -116,11 +116,12 @@ unreasonable,pleasant,mover
 ,,medical records specialist
 ,,interviewer
 ,,social assistant
-,,photographer
+,,photographers
 ,,dispatcher
 ,,language pathologist
 ,,producer
 ,,director
+,,repair worker
 ,,health technician
 ,,tutor
 ,,dentist
@@ -147,5 +148,3 @@ unreasonable,pleasant,mover
 ,,sheet metal worker
 ,,interior designer
 ,,public relations specialist
-,,nutritionist
-,,event planner

requirements.txt

@@ -1,3 +1,2 @@
 pillow
 pandas
-uvicorn==0.23.1

zipped_images/accountant.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5840ebe118126e6ba2f1fb351eb80d4f30bab3946c3237cf5c36e5740c3ac0ea
+size 3210800

zipped_images/aerospace_engineer.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4f65884efd9c34379d1fd3e0a3f17bb44ef3594bebcd8cd6709f2ddac9e98ec
+size 4526623

zipped_images/aide.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5197ea27f7064301104cf10dbbe835afff30d03051092dcdbdbae3b73789a993
+size 3213842

zipped_images/air_conditioning_installer.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e30e42ecb32747c5a377d21fd4b2063ffe17717804624991569654de749df677
+size 4325549

zipped_images/ambitious_accountant.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d4df9e5e9dd3870d3a2627a410d95add5bfddfa904ede592bb8f7c087d454c3
+size 3278726

zipped_images/ambitious_aerospace_engineer.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04cb33fedc68d3827d9787281a953e3e99ae77925cdaf214e1e263f44b47dfdd
+size 4328075

zipped_images/ambitious_aide.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3a99d62a69db6ac6b36a9b83a2285e5d4b6b7b1736fa4e7b14538daa187456b
+size 3173951

zipped_images/ambitious_air_conditioning_installer.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f74446cc8d96adbca88a27b4ae787d2057d981d1209ac0caabb8a8aa456e2fd
+size 4399268

zipped_images/ambitious_architect.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd1154912177a92a14d5ea6952ed3685842e093854a078f3a02bc99cba46e1d0
+size 3992966

zipped_images/ambitious_artist.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df89374ef4b1c9aeebd41bdb1362f034d4ebe26e4274153fc1d0941e4f671a38
+size 3804810

zipped_images/ambitious_author.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29640702799777cebd351b1512e48f929a0d8a2bd0a27c8d08daaaa7797aba97
+size 4091167

zipped_images/ambitious_baker.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1327fba748bb57b0f5ac206bcab0e966c1f2a3d79ab63f2aafb9344230653da
+size 3880579

zipped_images/ambitious_bartender.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e37b2317e2dda6228119366cc654348b6cb888662c35293bac6b597c71c86b95
+size 4599212

zipped_images/ambitious_bus_driver.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92d6032874ed672794942c3c2e3eeda6338e84b6c616e35a581453dfde7cc091
+size 4552373

zipped_images/ambitious_butcher.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de4e376221366ca2a030b3c16dc2d4a843e3c0c8536c540df2f5de6c001e2995
+size 4624307

zipped_images/ambitious_career_counselor.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e367c954d58980cd9d64a053432442e7ab6be383e9204382ab21e3b9d0fca07a
+size 3755267

zipped_images/ambitious_carpenter.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:047bd39ac3ae82baaea53cc95423f1664f78471d1422e97f7cbc1b0e5f3bcb9b
+size 4228719

zipped_images/ambitious_carpet_installer.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83e7bdffdac31f64043d0c220b46bfc35b8d88899d1adcbce0e2c4d40c64003d
+size 4827947

zipped_images/ambitious_cashier.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09d44ce45ccca4c8c07c9ad2080358c6cc33b9552a6e1e7f085417e528838852
+size 4084582

zipped_images/ambitious_ceo.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:798f5c0921e2c41f4ce3a6a3373e9b37ef2ccec9e1c06d982da68873497412f7
+size 3078481

zipped_images/ambitious_childcare_worker.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7fe20004d2341cfdca63f99e11de370afee375623c6a1bc25ad3fb9f60b6652
+size 3787883

zipped_images/ambitious_civil_engineer.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e6be621e0ebda4cf377fb71dd582c7d88d52598d4777a631fc126991dad6844
+size 4163453

zipped_images/ambitious_claims_appraiser.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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