diff --git a/assets/js/interactions.js b/assets/js/interactions.js
index fed1ea66..0607074c 100644
--- a/assets/js/interactions.js
+++ b/assets/js/interactions.js
@@ -5,9 +5,9 @@
 import { fetchJson } from './utils/requests';
 
 const endpoints = {
-  fave: `${window.booru.apiEndpoint}interactions/fave`,
-  vote: `${window.booru.apiEndpoint}interactions/vote`,
-  hide: `${window.booru.apiEndpoint}interactions/hide`,
+  vote(imageId) { return `/images/${imageId}/vote` },
+  fave(imageId) { return `/images/${imageId}/fave` },
+  hide(imageId) { return `/images/${imageId}/hide` },
 };
 
 const spoilerDownvoteMsg =
@@ -22,10 +22,8 @@ function onImage(id, selector, cb) {
 function setScore(imageId, data) {
   onImage(imageId, '.score',
     el => el.textContent = data.score);
-  onImage(imageId, '.votes',
-    el => el.textContent = data.votes);
   onImage(imageId, '.favorites',
-    el => el.textContent = data.favourites);
+    el => el.textContent = data.faves);
   onImage(imageId, '.upvotes',
     el => el.textContent = data.upvotes);
   onImage(imageId, '.downvotes',
@@ -73,10 +71,8 @@ function resetHidden(imageId) {
     el => el.classList.remove('active'));
 }
 
-function interact(type, imageId, value) {
-  return fetchJson('PUT', endpoints[type], {
-    class: 'Image', id: imageId, value
-  })
+function interact(type, imageId, method, data = {}) {
+  return fetchJson(method, endpoints[type](imageId), data)
     .then(res => res.json())
     .then(res => setScore(imageId, res));
 }
@@ -129,37 +125,37 @@ const targets = {
 
   /* Active-state targets first */
   '.interaction--upvote.active'(imageId) {
-    interact('vote', imageId, 'false')
+    interact('vote', imageId, 'DELETE')
       .then(() => resetVoted(imageId));
   },
   '.interaction--downvote.active'(imageId) {
-    interact('vote', imageId, 'false')
+    interact('vote', imageId, 'DELETE')
       .then(() => resetVoted(imageId));
   },
   '.interaction--fave.active'(imageId) {
-    interact('fave', imageId, 'false')
+    interact('fave', imageId, 'DELETE')
       .then(() => resetFaved(imageId));
   },
   '.interaction--hide.active'(imageId) {
-    interact('hide', imageId, 'false')
+    interact('hide', imageId, 'DELETE')
       .then(() => resetHidden(imageId));
   },
 
   /* Inactive targets */
   '.interaction--upvote:not(.active)'(imageId) {
-    interact('vote', imageId, 'up')
+    interact('vote', imageId, 'POST', { up: true })
       .then(() => { resetVoted(imageId); showUpvoted(imageId); });
   },
   '.interaction--downvote:not(.active)'(imageId) {
-    interact('vote', imageId, 'down')
+    interact('vote', imageId, 'POST', { up: false })
       .then(() => { resetVoted(imageId); showDownvoted(imageId); });
   },
   '.interaction--fave:not(.active)'(imageId) {
-    interact('fave', imageId, 'true')
+    interact('fave', imageId, 'POST')
       .then(() => { resetVoted(imageId); showFaved(imageId); showUpvoted(imageId); });
   },
   '.interaction--hide:not(.active)'(imageId) {
-    interact('hide', imageId, 'true')
+    interact('hide', imageId, 'POST')
       .then(() => { showHidden(imageId); });
   },
 
diff --git a/lib/philomena/image_faves.ex b/lib/philomena/image_faves.ex
index 7fac0a80..1869dc63 100644
--- a/lib/philomena/image_faves.ex
+++ b/lib/philomena/image_faves.ex
@@ -4,101 +4,51 @@ defmodule Philomena.ImageFaves do
   """
 
   import Ecto.Query, warn: false
-  alias Philomena.Repo
+  alias Ecto.Multi
 
+  alias Philomena.Images.Image
   alias Philomena.ImageFaves.ImageFave
 
   @doc """
-  Returns the list of image_faves.
-
-  ## Examples
-
-      iex> list_image_faves()
-      [%ImageFave{}, ...]
+  Creates a image_hide.
 
   """
-  def list_image_faves do
-    Repo.all(ImageFave)
-  end
+  def create_fave_transaction(image, user) do
+    fave =
+      %ImageFave{image_id: image.id, user_id: user.id}
+      |> ImageFave.changeset(%{})
 
-  @doc """
-  Gets a single image_fave.
+    image_query =
+      Image
+      |> where(id: ^image.id)
 
-  Raises `Ecto.NoResultsError` if the Image fave does not exist.
-
-  ## Examples
-
-      iex> get_image_fave!(123)
-      %ImageFave{}
-
-      iex> get_image_fave!(456)
-      ** (Ecto.NoResultsError)
-
-  """
-  def get_image_fave!(id), do: Repo.get!(ImageFave, id)
-
-  @doc """
-  Creates a image_fave.
-
-  ## Examples
-
-      iex> create_image_fave(%{field: value})
-      {:ok, %ImageFave{}}
-
-      iex> create_image_fave(%{field: bad_value})
-      {:error, %Ecto.Changeset{}}
-
-  """
-  def create_image_fave(attrs \\ %{}) do
-    %ImageFave{}
-    |> ImageFave.changeset(attrs)
-    |> Repo.insert()
-  end
-
-  @doc """
-  Updates a image_fave.
-
-  ## Examples
-
-      iex> update_image_fave(image_fave, %{field: new_value})
-      {:ok, %ImageFave{}}
-
-      iex> update_image_fave(image_fave, %{field: bad_value})
-      {:error, %Ecto.Changeset{}}
-
-  """
-  def update_image_fave(%ImageFave{} = image_fave, attrs) do
-    image_fave
-    |> ImageFave.changeset(attrs)
-    |> Repo.update()
+    Multi.new
+    |> Multi.insert(:fave, fave)
+    |> Multi.update_all(:inc_faves_count, image_query, inc: [faves_count: 1])
   end
 
   @doc """
   Deletes a ImageFave.
 
-  ## Examples
-
-      iex> delete_image_fave(image_fave)
-      {:ok, %ImageFave{}}
-
-      iex> delete_image_fave(image_fave)
-      {:error, %Ecto.Changeset{}}
-
   """
-  def delete_image_fave(%ImageFave{} = image_fave) do
-    Repo.delete(image_fave)
-  end
+  def delete_fave_transaction(image, user) do
+    fave_query =
+      ImageFave
+      |> where(image_id: ^image.id)
+      |> where(user_id: ^user.id)
 
-  @doc """
-  Returns an `%Ecto.Changeset{}` for tracking image_fave changes.
+    image_query =
+      Image
+      |> where(id: ^image.id)
 
-  ## Examples
+    Multi.new
+    |> Multi.delete_all(:unfave, fave_query)
+    |> Multi.run(:dec_faves_count, fn repo, %{unfave: {faves, nil}} ->
+      {count, nil} =
+        image_query
+        |> repo.update_all(inc: [faves_count: -faves])
 
-      iex> change_image_fave(image_fave)
-      %Ecto.Changeset{source: %ImageFave{}}
-
-  """
-  def change_image_fave(%ImageFave{} = image_fave) do
-    ImageFave.changeset(image_fave, %{})
+      {:ok, count}
+    end)
   end
 end
diff --git a/lib/philomena/image_hides.ex b/lib/philomena/image_hides.ex
index 1e2fc3b6..1e0b9047 100644
--- a/lib/philomena/image_hides.ex
+++ b/lib/philomena/image_hides.ex
@@ -4,101 +4,51 @@ defmodule Philomena.ImageHides do
   """
 
   import Ecto.Query, warn: false
-  alias Philomena.Repo
+  alias Ecto.Multi
 
+  alias Philomena.Images.Image
   alias Philomena.ImageHides.ImageHide
 
-  @doc """
-  Returns the list of image_hides.
-
-  ## Examples
-
-      iex> list_image_hides()
-      [%ImageHide{}, ...]
-
-  """
-  def list_image_hides do
-    Repo.all(ImageHide)
-  end
-
-  @doc """
-  Gets a single image_hide.
-
-  Raises `Ecto.NoResultsError` if the Image hide does not exist.
-
-  ## Examples
-
-      iex> get_image_hide!(123)
-      %ImageHide{}
-
-      iex> get_image_hide!(456)
-      ** (Ecto.NoResultsError)
-
-  """
-  def get_image_hide!(id), do: Repo.get!(ImageHide, id)
-
   @doc """
   Creates a image_hide.
 
-  ## Examples
-
-      iex> create_image_hide(%{field: value})
-      {:ok, %ImageHide{}}
-
-      iex> create_image_hide(%{field: bad_value})
-      {:error, %Ecto.Changeset{}}
-
   """
-  def create_image_hide(attrs \\ %{}) do
-    %ImageHide{}
-    |> ImageHide.changeset(attrs)
-    |> Repo.insert()
-  end
+  def create_hide_transaction(image, user) do
+    hide =
+      %ImageHide{image_id: image.id, user_id: user.id}
+      |> ImageHide.changeset(%{})
 
-  @doc """
-  Updates a image_hide.
+    image_query =
+      Image
+      |> where(id: ^image.id)
 
-  ## Examples
-
-      iex> update_image_hide(image_hide, %{field: new_value})
-      {:ok, %ImageHide{}}
-
-      iex> update_image_hide(image_hide, %{field: bad_value})
-      {:error, %Ecto.Changeset{}}
-
-  """
-  def update_image_hide(%ImageHide{} = image_hide, attrs) do
-    image_hide
-    |> ImageHide.changeset(attrs)
-    |> Repo.update()
+    Multi.new
+    |> Multi.insert(:hide, hide)
+    |> Multi.update_all(:inc_hides_count, image_query, inc: [hides_count: 1])
   end
 
   @doc """
   Deletes a ImageHide.
 
-  ## Examples
-
-      iex> delete_image_hide(image_hide)
-      {:ok, %ImageHide{}}
-
-      iex> delete_image_hide(image_hide)
-      {:error, %Ecto.Changeset{}}
-
   """
-  def delete_image_hide(%ImageHide{} = image_hide) do
-    Repo.delete(image_hide)
-  end
+  def delete_hide_transaction(image, user) do
+    hide_query =
+      ImageHide
+      |> where(image_id: ^image.id)
+      |> where(user_id: ^user.id)
 
-  @doc """
-  Returns an `%Ecto.Changeset{}` for tracking image_hide changes.
+    image_query =
+      Image
+      |> where(id: ^image.id)
 
-  ## Examples
+    Multi.new
+    |> Multi.delete_all(:unhide, hide_query)
+    |> Multi.run(:dec_hides_count, fn repo, %{unhide: {hides, nil}} ->
+      {count, nil} =
+        image_query
+        |> repo.update_all(inc: [hides_count: -hides])
 
-      iex> change_image_hide(image_hide)
-      %Ecto.Changeset{source: %ImageHide{}}
-
-  """
-  def change_image_hide(%ImageHide{} = image_hide) do
-    ImageHide.changeset(image_hide, %{})
+      {:ok, count}
+    end)
   end
 end
diff --git a/lib/philomena/image_votes.ex b/lib/philomena/image_votes.ex
index 8dc6451c..95f38c4a 100644
--- a/lib/philomena/image_votes.ex
+++ b/lib/philomena/image_votes.ex
@@ -4,101 +4,62 @@ defmodule Philomena.ImageVotes do
   """
 
   import Ecto.Query, warn: false
-  alias Philomena.Repo
+  alias Ecto.Multi
 
+  alias Philomena.Images.Image
   alias Philomena.ImageVotes.ImageVote
 
-  @doc """
-  Returns the list of image_votes.
-
-  ## Examples
-
-      iex> list_image_votes()
-      [%ImageVote{}, ...]
-
-  """
-  def list_image_votes do
-    Repo.all(ImageVote)
-  end
-
-  @doc """
-  Gets a single image_vote.
-
-  Raises `Ecto.NoResultsError` if the Image vote does not exist.
-
-  ## Examples
-
-      iex> get_image_vote!(123)
-      %ImageVote{}
-
-      iex> get_image_vote!(456)
-      ** (Ecto.NoResultsError)
-
-  """
-  def get_image_vote!(id), do: Repo.get!(ImageVote, id)
-
   @doc """
   Creates a image_vote.
 
-  ## Examples
-
-      iex> create_image_vote(%{field: value})
-      {:ok, %ImageVote{}}
-
-      iex> create_image_vote(%{field: bad_value})
-      {:error, %Ecto.Changeset{}}
-
   """
-  def create_image_vote(attrs \\ %{}) do
-    %ImageVote{}
-    |> ImageVote.changeset(attrs)
-    |> Repo.insert()
-  end
+  def create_vote_transaction(image, user, up) do
+    vote =
+      %ImageVote{image_id: image.id, user_id: user.id, up: up}
+      |> ImageVote.changeset(%{})
 
-  @doc """
-  Updates a image_vote.
+    image_query =
+      Image
+      |> where(id: ^image.id)
 
-  ## Examples
+    upvotes   = if up, do: 1, else: 0
+    downvotes = if up, do: 0, else: 1
 
-      iex> update_image_vote(image_vote, %{field: new_value})
-      {:ok, %ImageVote{}}
-
-      iex> update_image_vote(image_vote, %{field: bad_value})
-      {:error, %Ecto.Changeset{}}
-
-  """
-  def update_image_vote(%ImageVote{} = image_vote, attrs) do
-    image_vote
-    |> ImageVote.changeset(attrs)
-    |> Repo.update()
+    Multi.new
+    |> Multi.insert(:vote, vote)
+    |> Multi.update_all(:inc_vote_count, image_query, inc: [upvotes_count: upvotes, downvotes_count: downvotes, score: upvotes - downvotes])
   end
 
   @doc """
   Deletes a ImageVote.
 
-  ## Examples
-
-      iex> delete_image_vote(image_vote)
-      {:ok, %ImageVote{}}
-
-      iex> delete_image_vote(image_vote)
-      {:error, %Ecto.Changeset{}}
-
   """
-  def delete_image_vote(%ImageVote{} = image_vote) do
-    Repo.delete(image_vote)
-  end
+  def delete_vote_transaction(image, user) do
+    upvote_query =
+      ImageVote
+      |> where(image_id: ^image.id)
+      |> where(user_id: ^user.id)
+      |> where(up: true)
 
-  @doc """
-  Returns an `%Ecto.Changeset{}` for tracking image_vote changes.
+    downvote_query =
+      ImageVote
+      |> where(image_id: ^image.id)
+      |> where(user_id: ^user.id)
+      |> where(up: false)
 
-  ## Examples
+    image_query =
+      Image
+      |> where(id: ^image.id)
 
-      iex> change_image_vote(image_vote)
-      %Ecto.Changeset{source: %ImageVote{}}
+    Multi.new
+    |> Multi.delete_all(:unupvote, upvote_query)
+    |> Multi.delete_all(:undownvote, downvote_query)
+    |> Multi.run(:dec_votes_count, fn repo, %{unupvote: {upvotes, nil}, undownvote: {downvotes, nil}} ->
+      {count, nil} =
+        image_query
+        |> repo.update_all(inc: [upvotes_count: -upvotes, downvotes_count: -downvotes, score: downvotes - upvotes])
 
-  """
-  def change_image_vote(%ImageVote{} = image_vote) do
-    ImageVote.changeset(image_vote, %{})
+      {:ok, count}
+    end)
   end
 end
diff --git a/lib/philomena/images.ex b/lib/philomena/images.ex
index 85d48ce1..d7f2134e 100644
--- a/lib/philomena/images.ex
+++ b/lib/philomena/images.ex
@@ -104,6 +104,22 @@ defmodule Philomena.Images do
     Image.changeset(image, %{})
   end
 
+  def reindex_image(%Image{} = image) do
+    spawn fn ->
+      Image
+      |> preload(^indexing_preloads())
+      |> where(id: ^image.id)
+      |> Repo.one()
+      |> Image.index_document()
+    end
+
+    image
+  end
+
+  def indexing_preloads do
+    [:user, :favers, :downvoters, :upvoters, :hiders, :deleter, :gallery_interactions, tags: [:aliases, :aliased_tag]]
+  end
+
   alias Philomena.Images.Subscription
 
   @doc """
diff --git a/lib/philomena/images/image.ex b/lib/philomena/images/image.ex
index 64f0ad20..b6818834 100644
--- a/lib/philomena/images/image.ex
+++ b/lib/philomena/images/image.ex
@@ -83,4 +83,13 @@ defmodule Philomena.Images.Image do
     |> cast(attrs, [])
     |> validate_required([])
   end
+
+  def interaction_data(image) do
+    %{
+      score: image.score,
+      faves: image.faves_count,
+      upvotes: image.upvotes_count,
+      downvotes: image.downvotes_count
+    }
+  end
 end
diff --git a/lib/philomena/interactions.ex b/lib/philomena/interactions.ex
new file mode 100644
index 00000000..98c50dc8
--- /dev/null
+++ b/lib/philomena/interactions.ex
@@ -0,0 +1,60 @@
+defmodule Philomena.Interactions do
+  import Ecto.Query
+
+  alias Philomena.ImageHides.ImageHide
+  alias Philomena.ImageFaves.ImageFave
+  alias Philomena.ImageVotes.ImageVote
+  alias Philomena.Repo
+
+  def user_interactions(_images, nil),
+    do: []
+
+  def user_interactions(images, user) do
+    ids =
+      images 
+      |> Enum.flat_map(fn
+        nil -> []
+        %{id: id} -> [id]
+        enum -> Enum.map(enum, & &1.id)
+      end)
+      |> Enum.uniq()
+
+    hide_interactions =
+      ImageHide
+      |> select([h], %{image_id: h.image_id, user_id: h.user_id, interaction_type: ^"hidden", value: ^""})
+      |> where([h], h.image_id in ^ids)
+      |> where(user_id: ^user.id)
+
+    fave_interactions =
+      ImageFave
+      |> select([f], %{image_id: f.image_id, user_id: f.user_id, interaction_type: ^"faved", value: ^""})
+      |> where([f], f.image_id in ^ids)
+      |> where(user_id: ^user.id)
+
+    upvote_interactions =
+      ImageVote
+      |> select([v], %{image_id: v.image_id, user_id: v.user_id, interaction_type: ^"voted", value: ^"up"})
+      |> where([v], v.image_id in ^ids)
+      |> where(user_id: ^user.id, up: true)
+
+    downvote_interactions =
+      ImageVote
+      |> select([v], %{image_id: v.image_id, user_id: v.user_id, interaction_type: ^"voted", value: ^"down"})
+      |> where([v], v.image_id in ^ids)
+      |> where(user_id: ^user.id, up: false)
+
+    [
+      hide_interactions,
+      fave_interactions,
+      upvote_interactions,
+      downvote_interactions
+    ]
+    |> union_all_queries()
+    |> Repo.all()
+  end
+
+  defp union_all_queries([query]),
+    do: query
+  defp union_all_queries([query | rest]),
+    do: query |> union_all(^union_all_queries(rest))
+end
\ No newline at end of file
diff --git a/lib/philomena_web/controllers/activity_controller.ex b/lib/philomena_web/controllers/activity_controller.ex
index 06c19031..e2fd606f 100644
--- a/lib/philomena_web/controllers/activity_controller.ex
+++ b/lib/philomena_web/controllers/activity_controller.ex
@@ -1,7 +1,9 @@
 defmodule PhilomenaWeb.ActivityController do
   use PhilomenaWeb, :controller
 
-  alias Philomena.{Images, Images.Image, Images.Feature, Comments.Comment, Channels.Channel, Topics.Topic, Forums.Forum}
+  alias Philomena.{Images.Image, ImageFeatures.ImageFeature, Comments.Comment, Channels.Channel, Topics.Topic, Forums.Forum}
+  alias Philomena.Interactions
+  alias Philomena.Images
   alias Philomena.Repo
   import Ecto.Query
 
@@ -15,8 +17,11 @@ defmodule PhilomenaWeb.ActivityController do
         %{
           query: %{
             bool: %{
-              must_not: filter,
-              must: image_query
+              must: image_query,
+              must_not: [
+                filter,
+                %{term: %{hidden_from_users: true}}
+              ],
             }
           },
           sort: %{created_at: :desc}
@@ -30,8 +35,11 @@ defmodule PhilomenaWeb.ActivityController do
         %{
           query: %{
             bool: %{
-              must_not: filter,
-              must: %{range: %{first_seen_at: %{gt: "now-3d"}}}
+              must: %{range: %{first_seen_at: %{gt: "now-3d"}}},
+              must_not: [
+                filter,
+                %{term: %{hidden_from_users: true}}
+              ]
             }
           },
           sort: [%{score: :desc}, %{first_seen_at: :desc}]
@@ -67,8 +75,11 @@ defmodule PhilomenaWeb.ActivityController do
         %{
           query: %{
             bool: %{
-              must_not: filter,
-              must: watched_query
+              must: watched_query,
+              must_not: [
+                filter,
+                %{term: %{hidden_from_users: true}}
+              ]
             }
           },
           sort: %{created_at: :desc}
@@ -80,7 +91,7 @@ defmodule PhilomenaWeb.ActivityController do
 
     featured_image =
       Image
-      |> join(:inner, [i], f in Feature, on: [image_id: i.id])
+      |> join(:inner, [i], f in ImageFeature, on: [image_id: i.id])
       |> order_by([i, f], desc: f.created_at)
       |> limit(1)
       |> preload([:tags])
@@ -105,6 +116,12 @@ defmodule PhilomenaWeb.ActivityController do
       |> limit(6)
       |> Repo.all()
 
+    interactions =
+      Interactions.user_interactions(
+        [images, top_scoring, watched, featured_image],
+        user
+      )
+
     render(
       conn,
       "index.html",
@@ -114,7 +131,8 @@ defmodule PhilomenaWeb.ActivityController do
       watched: watched,
       featured_image: featured_image,
       streams: streams,
-      topics: topics
+      topics: topics,
+      interactions: interactions
     )
   end
 end
diff --git a/lib/philomena_web/controllers/image/fave_controller.ex b/lib/philomena_web/controllers/image/fave_controller.ex
new file mode 100644
index 00000000..484aba29
--- /dev/null
+++ b/lib/philomena_web/controllers/image/fave_controller.ex
@@ -0,0 +1,60 @@
+defmodule PhilomenaWeb.Image.FaveController do
+  use PhilomenaWeb, :controller
+
+  alias Philomena.{Images, Images.Image}
+  alias Philomena.{ImageFaves, ImageVotes}
+  alias Philomena.Repo
+  alias Ecto.Multi
+
+  plug PhilomenaWeb.Plugs.FilterBannedUsers
+  plug :load_and_authorize_resource, model: Image, id_name: "image_id", persisted: true
+
+  def create(conn, _params) do
+    user = conn.assigns.current_user
+    image = conn.assigns.image
+
+    Multi.append(
+      ImageFaves.delete_fave_transaction(image, user),
+      ImageFaves.create_fave_transaction(image, user)
+    )
+    |> Multi.append(ImageVotes.delete_vote_transaction(image, user))
+    |> Multi.append(ImageVotes.create_vote_transaction(image, user, true))
+    |> Repo.transaction()
+    |> case do
+      {:ok, _result} ->
+        image =
+          Images.get_image!(image.id)
+          |> Images.reindex_image()
+
+        conn
+        |> json(Image.interaction_data(image))
+
+      _error ->
+        conn
+        |> Plug.Conn.put_status(409)
+        |> json(%{})
+    end
+  end
+
+  def delete(conn, _params) do
+    user = conn.assigns.current_user
+    image = conn.assigns.image
+
+    ImageFaves.delete_fave_transaction(image, user)
+    |> Repo.transaction()
+    |> case do
+      {:ok, _result} ->
+        image =
+          Images.get_image!(image.id)
+          |> Images.reindex_image()
+
+        conn
+        |> json(Image.interaction_data(image))
+
+      _error ->
+        conn
+        |> Plug.Conn.put_status(409)
+        |> json(%{})
+    end
+  end
+end
\ No newline at end of file
diff --git a/lib/philomena_web/controllers/image/hide_controller.ex b/lib/philomena_web/controllers/image/hide_controller.ex
new file mode 100644
index 00000000..50870062
--- /dev/null
+++ b/lib/philomena_web/controllers/image/hide_controller.ex
@@ -0,0 +1,58 @@
+defmodule PhilomenaWeb.Image.HideController do
+  use PhilomenaWeb, :controller
+
+  alias Philomena.{Images, Images.Image}
+  alias Philomena.ImageHides
+  alias Philomena.Repo
+  alias Ecto.Multi
+
+  plug PhilomenaWeb.Plugs.FilterBannedUsers
+  plug :load_and_authorize_resource, model: Image, id_name: "image_id", persisted: true
+
+  def create(conn, _params) do
+    user = conn.assigns.current_user
+    image = conn.assigns.image
+
+    Multi.append(
+      ImageHides.delete_hide_transaction(image, user),
+      ImageHides.create_hide_transaction(image, user)
+    )
+    |> Repo.transaction()
+    |> case do
+      {:ok, _result} ->
+        image =
+          Images.get_image!(image.id)
+          |> Images.reindex_image()
+
+        conn
+        |> json(Image.interaction_data(image))
+
+      _error ->
+        conn
+        |> Plug.Conn.put_status(409)
+        |> json(%{})
+    end
+  end
+
+  def delete(conn, _params) do
+    user = conn.assigns.current_user
+    image = conn.assigns.image
+
+    ImageHides.delete_hide_transaction(image, user)
+    |> Repo.transaction()
+    |> case do
+      {:ok, _result} ->
+        image =
+          Images.get_image!(image.id)
+          |> Images.reindex_image()
+
+        conn
+        |> json(Image.interaction_data(image))
+
+      _error ->
+        conn
+        |> Plug.Conn.put_status(409)
+        |> json(%{})
+    end
+  end
+end
\ No newline at end of file
diff --git a/lib/philomena_web/controllers/image/vote_controller.ex b/lib/philomena_web/controllers/image/vote_controller.ex
index f91ee1eb..7c1d0034 100644
--- a/lib/philomena_web/controllers/image/vote_controller.ex
+++ b/lib/philomena_web/controllers/image/vote_controller.ex
@@ -1,18 +1,58 @@
 defmodule PhilomenaWeb.Image.VoteController do
   use PhilomenaWeb, :controller
 
-  alias Philomena.Images.Image
-  # alias Philomena.Repo
-  # alias Ecto.Multi
+  alias Philomena.{Images, Images.Image}
+  alias Philomena.ImageVotes
+  alias Philomena.Repo
+  alias Ecto.Multi
 
   plug PhilomenaWeb.Plugs.FilterBannedUsers
   plug :load_and_authorize_resource, model: Image, id_name: "image_id", persisted: true
 
-  def create(conn, _params) do
-    conn
+  def create(conn, params) do
+    user = conn.assigns.current_user
+    image = conn.assigns.image
+
+    Multi.append(
+      ImageVotes.delete_vote_transaction(image, user),
+      ImageVotes.create_vote_transaction(image, user, params["up"] == true)
+    )
+    |> Repo.transaction()
+    |> case do
+      {:ok, _result} ->
+        image =
+          Images.get_image!(image.id)
+          |> Images.reindex_image()
+
+        conn
+        |> json(Image.interaction_data(image))
+
+      _error ->
+        conn
+        |> Plug.Conn.put_status(409)
+        |> json(%{})
+    end
   end
 
   def delete(conn, _params) do
-    conn
+    user = conn.assigns.current_user
+    image = conn.assigns.image
+
+    ImageVotes.delete_vote_transaction(image, user)
+    |> Repo.transaction()
+    |> case do
+      {:ok, _result} ->
+        image =
+          Images.get_image!(image.id)
+          |> Images.reindex_image()
+
+        conn
+        |> json(Image.interaction_data(image))
+
+      _error ->
+        conn
+        |> Plug.Conn.put_status(409)
+        |> json(%{})
+    end
   end
 end
\ No newline at end of file
diff --git a/lib/philomena_web/controllers/image_controller.ex b/lib/philomena_web/controllers/image_controller.ex
index c63fd859..723fd8bf 100644
--- a/lib/philomena_web/controllers/image_controller.ex
+++ b/lib/philomena_web/controllers/image_controller.ex
@@ -2,6 +2,7 @@ defmodule PhilomenaWeb.ImageController do
   use PhilomenaWeb, :controller
 
   alias Philomena.{Images.Image, Comments.Comment, Textile.Renderer}
+  alias Philomena.Interactions
   alias Philomena.Repo
   import Ecto.Query
 
@@ -20,13 +21,18 @@ defmodule PhilomenaWeb.ImageController do
         Image |> preload([:tags, :user])
       )
 
-    render(conn, "index.html", images: images)
+    interactions =
+      Interactions.user_interactions(images, conn.assigns.current_user)
+
+    render(conn, "index.html", images: images, interactions: interactions)
   end
 
   def show(conn, %{"id" => _id}) do
+    image = conn.assigns.image
+
     comments =
       Comment
-      |> where(image_id: ^conn.assigns.image.id)
+      |> where(image_id: ^image.id)
       |> preload([:image, user: [awards: :badge]])
       |> order_by(desc: :created_at)
       |> limit(25)
@@ -40,9 +46,12 @@ defmodule PhilomenaWeb.ImageController do
       %{comments | entries: Enum.zip(comments.entries, rendered)}
 
     description =
-      %{body: conn.assigns.image.description}
+      %{body: image.description}
       |> Renderer.render_one()
 
-    render(conn, "show.html", image: conn.assigns.image, comments: comments, description: description)
+    interactions =
+      Interactions.user_interactions([image], conn.assigns.current_user)
+
+    render(conn, "show.html", image: image, comments: comments, description: description, interactions: interactions)
   end
 end
diff --git a/lib/philomena_web/controllers/search_controller.ex b/lib/philomena_web/controllers/search_controller.ex
index 0c07fb7e..6fdfcb31 100644
--- a/lib/philomena_web/controllers/search_controller.ex
+++ b/lib/philomena_web/controllers/search_controller.ex
@@ -2,13 +2,14 @@ defmodule PhilomenaWeb.SearchController do
   use PhilomenaWeb, :controller
 
   alias Philomena.Images.{Image, Query}
+  alias Philomena.Interactions
   alias Pow.Plug
 
   import Ecto.Query
 
   def index(conn, params) do
-    filter = conn.assigns[:compiled_filter]
-    user = conn |> Plug.current_user()
+    filter = conn.assigns.compiled_filter
+    user = conn.assigns.current_user
 
     with {:ok, query} <- Query.compile(user, params["q"]) do
       images =
@@ -21,8 +22,11 @@ defmodule PhilomenaWeb.SearchController do
           Image |> preload(:tags)
         )
 
+      interactions =
+        Interactions.user_interactions(images, user)
+
       conn
-      |> render("index.html", images: images, search_query: params["q"])
+      |> render("index.html", images: images, search_query: params["q"], interactions: interactions)
     else
       {:error, msg} ->
         conn
diff --git a/lib/philomena_web/router.ex b/lib/philomena_web/router.ex
index 72442d2f..8cd4baa8 100644
--- a/lib/philomena_web/router.ex
+++ b/lib/philomena_web/router.ex
@@ -54,6 +54,11 @@ defmodule PhilomenaWeb.Router do
 
     resources "/notifications", NotificationController, only: [:index, :delete]
     resources "/conversations", ConversationController, only: [:index, :show]
+    resources "/images", ImageController, only: [] do
+      resources "/vote", Image.VoteController, only: [:create, :delete], singleton: true
+      resources "/fave", Image.FaveController, only: [:create, :delete], singleton: true
+      resources "/hide", Image.HideController, only: [:create, :delete], singleton: true
+    end
   end
 
   scope "/", PhilomenaWeb do