Sync updated code and configs (no weight re-upload)

README.md

@@ -52,11 +52,13 @@ Legacy `.pth` filename mapping is in [`conversion_manifest.json`](conversion_man
 
 ## Usage
 
+Processors default to **`do_resize: false`**. Inputs keep native height and width; FMoW mean/std normalization still applies when enabled.
+
 ```python
 from transformers import pipeline
 import numpy as np
 
-REPO = "BiliSakura/SATMAE-PP-transformers"
+REPO = "/path/to/SATMAE-PP-transformers"
 SUBFOLDER = "satmae-pp-vit-large-patch8-fmow-sentinel-pretrain"
 
 pipe = pipeline(
@@ -66,8 +68,8 @@ pipe = pipeline(
     model_kwargs={"subfolder": SUBFOLDER},
 )
 
-# FMoW-Sentinel: 10 bands after dropping bands 0, 9, 10
-image = np.random.randint(0, 255, (96, 96, 10), dtype=np.uint8)
+# FMoW-Sentinel: 10 bands at native size (e.g. 96×96 or larger)
+image = np.random.randint(0, 255, (128, 128, 10), dtype=np.uint8)
 features = pipe(image, pool=True, return_tensors=True)
 print(features.shape)  # [1, 1024]
 ```
@@ -82,11 +84,17 @@ pipe = pipeline(
     trust_remote_code=True,
     model_kwargs={"subfolder": SUBFOLDER},
 )
-image = np.random.randint(0, 255, (224, 224, 3), dtype=np.uint8)
+image = np.random.randint(0, 255, (384, 384, 3), dtype=np.uint8)
 features = pipe(image, pool=True, return_tensors=True)
 print(features.shape)  # [1, 1024]
 ```
 
+To resize to the pretraining reference (`96×96` sentinel / `224×224` RGB):
+
+```python
+features = pipe(image, pool=True, return_tensors=True, image_processor_kwargs={"do_resize": True})
+```
+
 Load components directly:
 
 ```python

satmae-pp-vit-large-patch16-fmow-rgb-pretrain/image_processing_satmae_pp.py

@@ -74,7 +74,7 @@ class SatMAEppImageProcessor(BaseImageProcessor):
 
     def __init__(
         self,
-        do_resize: bool = True,
+        do_resize: bool = False,
         size: Optional[dict[str, int]] = None,
         resample: PILImageResampling = PILImageResampling.BILINEAR,
         do_rescale: bool = False,

satmae-pp-vit-large-patch16-fmow-rgb-pretrain/preprocessor_config.json

@@ -4,7 +4,7 @@
     "height": 224,
     "width": 224
   },
-  "do_resize": true,
+  "do_resize": false,
   "do_rescale": false,
   "do_normalize": true,
   "do_convert_rgb": false,

satmae-pp-vit-large-patch8-fmow-sentinel-pretrain/image_processing_satmae_pp.py

@@ -74,7 +74,7 @@ class SatMAEppImageProcessor(BaseImageProcessor):
 
     def __init__(
         self,
-        do_resize: bool = True,
+        do_resize: bool = False,
         size: Optional[dict[str, int]] = None,
         resample: PILImageResampling = PILImageResampling.BILINEAR,
         do_rescale: bool = False,

satmae-pp-vit-large-patch8-fmow-sentinel-pretrain/preprocessor_config.json

@@ -4,7 +4,7 @@
     "height": 96,
     "width": 96
   },
-  "do_resize": true,
+  "do_resize": false,
   "do_rescale": false,
   "do_normalize": true,
   "do_convert_rgb": false,