Upload app.py

app.py

@@ -684,27 +684,18 @@ def _snap_canvas(aspect: float, current_canvas: str) -> str:
     return fastest[ratio][0]
 
 def _cover_crop(image_path: str, canvas_label: str) -> str:
-    """Fit the complete keyframe to the selected canvas without cutting off the subject.
-
-    If aspect ratios differ, use a softly blurred, full-canvas version as the background and
-    place the entire original image, scaled to fit, in the center. This avoids hard bars and
-    preserves the original framing instead of center-cropping the person.
-    """
-    from PIL import Image as _Image, ImageOps as _ImageOps, ImageFilter as _ImageFilter
+    """Resize/crop the keyframe to fill the selected canvas, with no blurred background."""
+    from PIL import Image as _Image, ImageOps as _ImageOps
 
     h, w = CANVASES[canvas_label]
     with _Image.open(image_path) as source:
-        img = source.convert("RGB")
-    if abs(img.width / img.height - (w / h)) <= 1e-3:
+        img = _ImageOps.exif_transpose(source).convert("RGB")
+    if img.size == (w, h):
         return image_path
 
-    background = _ImageOps.fit(img, (w, h), method=_Image.Resampling.LANCZOS)
-    background = background.filter(_ImageFilter.GaussianBlur(radius=max(8, min(w, h) // 35)))
-    foreground = _ImageOps.contain(img, (w, h), method=_Image.Resampling.LANCZOS)
-    x = (w - foreground.width) // 2
-    y = (h - foreground.height) // 2
-    background.paste(foreground, (x, y))
-    background.save(image_path)
+    # Fill the complete canvas; if aspect ratios differ, crop excess edges.
+    fitted = _ImageOps.fit(img, (w, h), method=_Image.Resampling.LANCZOS)
+    fitted.save(image_path)
     return image_path
 
 def _fit_keyframe(image_path, current_canvas):
@@ -912,13 +903,10 @@ def generate(
         corrected = path[:-4] + "-canvas.mp4"
         subprocess.run(
             [ffmpeg, "-y", "-i", path,
-             "-filter_complex",
-             f"[0:v]split=2[bg][fg];"
-             f"[bg]scale={width}:{height}:force_original_aspect_ratio=increase:flags=lanczos,"
-             f"crop={width}:{height},boxblur=20:10[bg];"
-             f"[fg]scale={width}:{height}:force_original_aspect_ratio=decrease:flags=lanczos[fg];"
-             f"[bg][fg]overlay=(W-w)/2:(H-h)/2,setsar=1[v]",
-             "-map", "[v]", "-map", "0:a?",
+             "-vf",
+             f"scale={width}:{height}:force_original_aspect_ratio=increase:flags=lanczos,"
+             f"crop={width}:{height},setsar=1",
+             "-map", "0:v:0", "-map", "0:a?",
              "-c:v", "libx264", "-preset", "veryfast", "-crf", "18",
              "-c:a", "aac", "-b:a", "192k", "-movflags", "+faststart", corrected],
             capture_output=True, text=True, check=True,
@@ -927,7 +915,7 @@ def generate(
         resized = True
         print(
             f"[canvas] Model/encoder output {actual_width}x{actual_height}; "
-            f"final MP4 fitted to selected Canvas without cropping {width}x{height}.",
+            f"final MP4 filled to selected Canvas (excess edges cropped) {width}x{height}.",
             flush=True,
         )