diff --git a/bats_ai/core/admin/__init__.py b/bats_ai/core/admin/__init__.py
index fe5a419e..c1f483e2 100644
--- a/bats_ai/core/admin/__init__.py
+++ b/bats_ai/core/admin/__init__.py
@@ -3,7 +3,6 @@
 from .configuration import ConfigurationAdmin
 from .exported_annotation import ExportedAnnotationFileAdmin
 from .grts_cells import GRTSCellsAdmin
-from .image import ImageAdmin
 from .nabat.admin import (
     NABatCompressedSpectrogramAdmin,
     NABatRecordingAdmin,
@@ -21,7 +20,6 @@
 
 __all__ = [
     'AnnotationsAdmin',
-    'ImageAdmin',
     'RecordingAdmin',
     'SpectrogramAdmin',
     'SequenceAnnotationsAdmin',
diff --git a/bats_ai/core/admin/image.py b/bats_ai/core/admin/image.py
deleted file mode 100644
index 2f06989a..00000000
--- a/bats_ai/core/admin/image.py
+++ /dev/null
@@ -1,41 +0,0 @@
-from django.contrib import admin, messages
-from django.db.models import QuerySet
-from django.http import HttpRequest
-
-from bats_ai.core.models import Image
-from bats_ai.tasks.tasks import image_compute_checksum
-
-
-@admin.register(Image)
-class ImageAdmin(admin.ModelAdmin):
-    list_display = ['id', 'name', 'short_checksum', 'created', 'owner']
-    list_display_links = ['id', 'name']
-    list_filter = [
-        ('checksum', admin.EmptyFieldListFilter),
-        ('created', admin.DateFieldListFilter),
-        'owner__username',
-    ]
-    list_select_related = True
-    # list_select_related = ['owner']
-
-    search_fields = ['name']
-    actions = ['compute_checksum']
-
-    fields = ['name', 'blob', 'checksum', 'owner', 'created', 'modified']
-    autocomplete_fields = ['owner']
-    readonly_fields = ['checksum', 'created', 'modified']
-
-    @admin.display(
-        description='Checksum prefix',
-        empty_value='Not computed',
-        # Sorting by checksum also sorts the prefix values
-        ordering='checksum',
-    )
-    def short_checksum(self, image: Image):
-        return image.short_checksum
-
-    @admin.action(description='Recompute checksum')
-    def compute_checksum(self, request: HttpRequest, queryset: QuerySet):
-        for image in queryset:
-            image_compute_checksum.delay(image.pk)
-        self.message_user(request, f'{len(queryset)} images queued', messages.SUCCESS)
diff --git a/bats_ai/core/migrations/0024_delete_image.py b/bats_ai/core/migrations/0024_delete_image.py
new file mode 100644
index 00000000..25034e46
--- /dev/null
+++ b/bats_ai/core/migrations/0024_delete_image.py
@@ -0,0 +1,14 @@
+from django.db import migrations
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('core', '0023_recordingtag_recording_tags_and_more'),
+    ]
+
+    operations = [
+        migrations.DeleteModel(
+            name='Image',
+        ),
+    ]
diff --git a/bats_ai/core/models/__init__.py b/bats_ai/core/models/__init__.py
index ad11fab9..5401f260 100644
--- a/bats_ai/core/models/__init__.py
+++ b/bats_ai/core/models/__init__.py
@@ -3,7 +3,6 @@
 from .configuration import Configuration
 from .exported_file import ExportedAnnotationFile
 from .grts_cells import GRTSCells
-from .image import Image
 from .processing_task import ProcessingTask, ProcessingTaskType
 from .recording import Recording, RecordingTag
 from .recording_annotation import RecordingAnnotation
@@ -15,7 +14,6 @@
 
 __all__ = [
     'Annotations',
-    'Image',
     'Recording',
     'RecordingTag',
     'RecordingAnnotationStatus',
diff --git a/bats_ai/core/models/image.py b/bats_ai/core/models/image.py
deleted file mode 100644
index 4ee939db..00000000
--- a/bats_ai/core/models/image.py
+++ /dev/null
@@ -1,25 +0,0 @@
-from hashlib import sha512
-
-from django.contrib.auth.models import User
-from django.db import models
-from django_extensions.db.models import TimeStampedModel
-from s3_file_field import S3FileField
-
-
-class Image(TimeStampedModel, models.Model):
-    name = models.CharField(max_length=255)
-    blob = S3FileField()
-    checksum = models.CharField(max_length=128, blank=True, null=True)
-    owner = models.ForeignKey(User, on_delete=models.CASCADE)
-    # TimeStampedModel also provides "created" and "modified" fields
-
-    @property
-    def short_checksum(self) -> str | None:
-        return f'{self.checksum[:10]}' if self.checksum else None
-
-    def compute_checksum(self) -> None:
-        hasher = sha512()
-        with self.blob.open() as blob:
-            for chunk in blob.chunks():
-                hasher.update(chunk)
-        self.checksum = hasher.hexdigest()
diff --git a/bats_ai/tasks/tasks.py b/bats_ai/tasks/tasks.py
index 33a2783f..7d5e11f6 100644
--- a/bats_ai/tasks/tasks.py
+++ b/bats_ai/tasks/tasks.py
@@ -2,7 +2,6 @@
 import os
 import tempfile
 
-from PIL import Image
 from celery import shared_task
 from django.contrib.contenttypes.models import ContentType
 from django.core.files import File
@@ -22,13 +21,6 @@
 logger = logging.getLogger('NABatDataRetrieval')
 
 
-@shared_task
-def image_compute_checksum(image_id: int):
-    image = Image.objects.get(pk=image_id)
-    image.compute_checksum()
-    image.save()
-
-
 @shared_task
 def recording_compute_spectrogram(recording_id: int):
     recording = Recording.objects.get(pk=recording_id)