From 13ffb6da8c684f31d82b677cb3f59d35620fc44e Mon Sep 17 00:00:00 2001
From: M1lkChocolate <58788037+M1lkChocolate@users.noreply.github.com>
Date: Mon, 24 Aug 2020 10:46:28 -0600
Subject: [PATCH 01/12] Update requirements.txt

---
 requirements.txt | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/requirements.txt b/requirements.txt
index 0855d0de0..54cd24159 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,10 +2,10 @@ aiofiles==0.5.0
 aiohttp==3.6.2
 asyncio==3.4.3
 fastai==1.0.61
-torch==1.6.0
-torchvision==0.7.0
-numpy==1.19.0
-pillow~=7.2
+torch==1.4.0
+torchvision==0.5.0
+numpy==1.15.4
+pillow~=5.4.1
 python-multipart==0.0.5
 starlette==0.13.6
 uvicorn==0.11.7

From 8616f2e168aa632ef65bbf79919a32151716e474 Mon Sep 17 00:00:00 2001
From: M1lkChocolate <58788037+M1lkChocolate@users.noreply.github.com>
Date: Mon, 24 Aug 2020 10:50:29 -0600
Subject: [PATCH 02/12] Update server.py

---
 app/server.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/app/server.py b/app/server.py
index fc713eaba..a69db1f37 100644
--- a/app/server.py
+++ b/app/server.py
@@ -9,10 +9,10 @@
 from starlette.responses import HTMLResponse, JSONResponse
 from starlette.staticfiles import StaticFiles
 
-export_file_url = 'https://www.dropbox.com/s/6bgq8t6yextloqp/export.pkl?raw=1'
+export_file_url = 'https://drive.google.com/uc?export=download&id=1EXIrm0PYJ5-nFWnNgWkWTx9yFdgp_niW'
 export_file_name = 'export.pkl'
 
-classes = ['black', 'grizzly', 'teddys']
+classes = ['alienware', 'macbook', 'razer']
 path = Path(__file__).parent
 
 app = Starlette()

From 538ac7c8127996f0b23bb27b612a5cfed442c891 Mon Sep 17 00:00:00 2001
From: M1lkChocolate <58788037+M1lkChocolate@users.noreply.github.com>
Date: Mon, 24 Aug 2020 11:25:03 -0600
Subject: [PATCH 03/12] Update requirements.txt

---
 requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index 54cd24159..411505a77 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,7 +5,7 @@ fastai==1.0.61
 torch==1.4.0
 torchvision==0.5.0
 numpy==1.15.4
-pillow~=5.4.1
+pillow==5.4.1
 python-multipart==0.0.5
 starlette==0.13.6
 uvicorn==0.11.7

From 3c6f587441532c82c81f268a3750d8ff4f606321 Mon Sep 17 00:00:00 2001
From: M1lkChocolate <58788037+M1lkChocolate@users.noreply.github.com>
Date: Mon, 24 Aug 2020 11:45:27 -0600
Subject: [PATCH 04/12] Update requirements.txt

---
 requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index 411505a77..13761f0cb 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,7 +5,7 @@ fastai==1.0.61
 torch==1.4.0
 torchvision==0.5.0
 numpy==1.15.4
-pillow==5.4.1
+pillow==7.2
 python-multipart==0.0.5
 starlette==0.13.6
 uvicorn==0.11.7

From 036d5fd1bf1ebf2b43fba75bedc525c0d4f76e15 Mon Sep 17 00:00:00 2001
From: M1lkChocolate <58788037+M1lkChocolate@users.noreply.github.com>
Date: Mon, 24 Aug 2020 12:17:26 -0600
Subject: [PATCH 05/12] Update server.py

---
 app/server.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/app/server.py b/app/server.py
index a69db1f37..12c16e10e 100644
--- a/app/server.py
+++ b/app/server.py
@@ -2,7 +2,7 @@
 import asyncio
 import uvicorn
 from fastai import *
-from fastai.vision import *
+from fastai.vision import load_learner
 from io import BytesIO
 from starlette.applications import Starlette
 from starlette.middleware.cors import CORSMiddleware

From 7af038295e256fd4a53177f433ca749a933c8004 Mon Sep 17 00:00:00 2001
From: M1lkChocolate <58788037+M1lkChocolate@users.noreply.github.com>
Date: Mon, 24 Aug 2020 12:25:05 -0600
Subject: [PATCH 06/12] Update requirements.txt

---
 requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index 13761f0cb..c2242fac7 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,7 +4,7 @@ asyncio==3.4.3
 fastai==1.0.61
 torch==1.4.0
 torchvision==0.5.0
-numpy==1.15.4
+numpy==1.19.0
 pillow==7.2
 python-multipart==0.0.5
 starlette==0.13.6

From 0ef89d5180d5b7e6f9b82b983a762a68e4b7883e Mon Sep 17 00:00:00 2001
From: M1lkChocolate <58788037+M1lkChocolate@users.noreply.github.com>
Date: Mon, 24 Aug 2020 17:06:55 -0600
Subject: [PATCH 07/12] Update requirements.txt

---
 requirements.txt | 1 +
 1 file changed, 1 insertion(+)

diff --git a/requirements.txt b/requirements.txt
index c2242fac7..4dc092bfc 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,6 +5,7 @@ fastai==1.0.61
 torch==1.4.0
 torchvision==0.5.0
 numpy==1.19.0
+pandas==1.1.1
 pillow==7.2
 python-multipart==0.0.5
 starlette==0.13.6

From d0e60c7a6c777cba5d1308a484c786c55857935e Mon Sep 17 00:00:00 2001
From: M1lkChocolate <58788037+M1lkChocolate@users.noreply.github.com>
Date: Mon, 24 Aug 2020 17:09:26 -0600
Subject: [PATCH 08/12] Update requirements.txt

---
 requirements.txt | 1 -
 1 file changed, 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index 4dc092bfc..c2242fac7 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,7 +5,6 @@ fastai==1.0.61
 torch==1.4.0
 torchvision==0.5.0
 numpy==1.19.0
-pandas==1.1.1
 pillow==7.2
 python-multipart==0.0.5
 starlette==0.13.6

From 7259e46c2c7ec8ac5f3cb9cc55cc7916384d1ef6 Mon Sep 17 00:00:00 2001
From: M1lkChocolate <58788037+M1lkChocolate@users.noreply.github.com>
Date: Mon, 24 Aug 2020 17:21:20 -0600
Subject: [PATCH 09/12] Update server.py

---
 app/server.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/app/server.py b/app/server.py
index 12c16e10e..acf08905f 100644
--- a/app/server.py
+++ b/app/server.py
@@ -4,6 +4,7 @@
 from fastai import *
 from fastai.vision import load_learner
 from io import BytesIO
+from pathlib import Path
 from starlette.applications import Starlette
 from starlette.middleware.cors import CORSMiddleware
 from starlette.responses import HTMLResponse, JSONResponse

From e8b4b617633e2f7786141df989669f1f54a60c07 Mon Sep 17 00:00:00 2001
From: M1lkChocolate <58788037+M1lkChocolate@users.noreply.github.com>
Date: Mon, 24 Aug 2020 17:25:05 -0600
Subject: [PATCH 10/12] Import all dependencies

---
 app/server.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/app/server.py b/app/server.py
index acf08905f..688b81d91 100644
--- a/app/server.py
+++ b/app/server.py
@@ -9,6 +9,7 @@
 from starlette.middleware.cors import CORSMiddleware
 from starlette.responses import HTMLResponse, JSONResponse
 from starlette.staticfiles import StaticFiles
+import sys
 
 export_file_url = 'https://drive.google.com/uc?export=download&id=1EXIrm0PYJ5-nFWnNgWkWTx9yFdgp_niW'
 export_file_name = 'export.pkl'

From b28c5e87728ba5abb75cdec22d91bbba615e659a Mon Sep 17 00:00:00 2001
From: M1lkChocolate <58788037+M1lkChocolate@users.noreply.github.com>
Date: Mon, 24 Aug 2020 17:41:41 -0600
Subject: [PATCH 11/12] Update server.py

---
 app/server.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/app/server.py b/app/server.py
index 688b81d91..a31b9600e 100644
--- a/app/server.py
+++ b/app/server.py
@@ -2,7 +2,7 @@
 import asyncio
 import uvicorn
 from fastai import *
-from fastai.vision import load_learner
+from fastai.vision import *
 from io import BytesIO
 from pathlib import Path
 from starlette.applications import Starlette

From 025a3ae258675b37bde20103fedb92499db9fa56 Mon Sep 17 00:00:00 2001
From: jmdarnel <jmdarnel@mit.edu>
Date: Mon, 24 Aug 2020 20:15:08 -0600
Subject: [PATCH 12/12] Customized site colors and erased teddy bear example

---
 app/static/style.css | 10 +++++-----
 app/view/index.html  | 10 +++++++---
 2 files changed, 12 insertions(+), 8 deletions(-)

diff --git a/app/static/style.css b/app/static/style.css
index b1065f8de..a67b21568 100644
--- a/app/static/style.css
+++ b/app/static/style.css
@@ -1,5 +1,5 @@
 body {
-    background-color: #fff;
+    background-color: rgb(77, 74, 74);
 }
 
 .no-display {
@@ -17,7 +17,7 @@ body {
     font-size: 30px;
     margin-top: 1em;
     margin-bottom: 1em;
-    color: #262626;
+    color: #43b643b6;
 }
 
 .content {
@@ -43,10 +43,10 @@ button.choose-file-button {
     width: 200px;
     height: 40px;
     border-radius: 2px;
-    background-color: #ffffff;
-    border: solid 1px #7052CB;
+    background-color: #69666669;
+    border: solid 1px rgb(0, 0, 0);
     font-size: 13px;
-    color: #7052CB;
+    color: #43b643b6;
 }
 
 button.analyze-button {
diff --git a/app/view/index.html b/app/view/index.html
index 6642e26f5..3e336106e 100644
--- a/app/view/index.html
+++ b/app/view/index.html
@@ -7,10 +7,14 @@
 <body>
 <div>
   <div class='center'>
-    <div class='title'>Classify Bear Images 🐻</div>
+    <div class='title'>Accurately Identify Laptop Brands</div>
     <p>
-      Use images of <strong>teddy</strong> bears, <strong>black</strong> bears, <strong>grizzly</strong> bears, or
-      all three!
+      Use images of <strong>Macbooks</strong>, <strong>Razer Blades</strong>, 
+      <strong>Alienwares</strong>, or all three!
+    </p>
+    <p>
+      This classifier was built as a personal project inspired by Lesson 2
+      of the fastai course v3 (2019). 
     </p>
     <div class='content'>
       <div class='no-display'>