add image files

.gitattributes

@@ -25,6 +25,7 @@
 *.pth filter=lfs diff=lfs merge=lfs -text
 *.rar filter=lfs diff=lfs merge=lfs -text
 *.safetensors filter=lfs diff=lfs merge=lfs -text
+*.json filter=lfs diff=lfs merge=lfs -text
 saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.tar.* filter=lfs diff=lfs merge=lfs -text
 *.tar filter=lfs diff=lfs merge=lfs -text
@@ -65,3 +66,4 @@ questions/L2/superclevr_questions_pose.json filter=lfs diff=lfs merge=lfs -text
 questions/L3/superclevr_questions_6d.json filter=lfs diff=lfs merge=lfs -text
 questions/L3/superclevr_questions_physics.json filter=lfs diff=lfs merge=lfs -text
 scenes.tar.gz filter=lfs diff=lfs merge=lfs -text
+images.tar.gz filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -1 +1,3 @@
-scenes
+scenes
+images
+zip.sh

Spatial457.py

@@ -0,0 +1,64 @@
+import os
+import json
+import datasets
+
+
+class Spatial457(datasets.GeneratorBasedBuilder):
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(name="L1_single"),
+        datasets.BuilderConfig(name="L2_objects"),
+        datasets.BuilderConfig(name="L3_2d_spatial"),
+        datasets.BuilderConfig(name="L4_occ"),
+        datasets.BuilderConfig(name="L4_pose"),
+        datasets.BuilderConfig(name="L5_6d_spatial"),
+        datasets.BuilderConfig(name="L5_collision"),
+    ]
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description="Spatial457: A multi-task spatial visual question answering dataset.",
+            features=datasets.Features({
+                "image": datasets.Image(),  # 自动加载图片
+                "image_filename": datasets.Value("string"),
+                "question": datasets.Value("string"),
+                "answer": datasets.Value("string"),  # 会自动处理 True / False / str
+                "question_index": datasets.Value("int32"),
+                "program": datasets.Sequence(
+                    {
+                        "type": datasets.Value("string"),
+                        "inputs": datasets.Sequence(datasets.Value("int32")),
+                        "_output": datasets.Value("string"),
+                        "value_inputs": datasets.Sequence(datasets.Value("string")),
+                    }
+                ),
+            }),
+            supervised_keys=None,
+        )
+
+    def _split_generators(self, dl_manager):
+        data_dir = dl_manager.manual_dir  # expects local `images/` and `questions/`
+
+        task_json = os.path.join(data_dir, "questions", f"{self.config.name}.json")
+        image_dir = os.path.join(data_dir, "images")
+
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.VALIDATION,
+                gen_kwargs={"json_file": task_json, "image_dir": image_dir}
+            )
+        ]
+
+    def _generate_examples(self, json_file, image_dir):
+        with open(json_file, "r", encoding="utf-8") as f:
+            all_data = json.load(f)["questions"]
+
+        for idx, q in enumerate(all_data):
+            img_path = os.path.join(image_dir, q["image_filename"])
+            yield idx, {
+                "image": img_path,
+                "image_filename": q["image_filename"],
+                "question": q["question"],
+                "answer": str(q["answer"]),
+                "question_index": q["question_index"],
+                "program": q["program"],
+            }

questions/{L0/superclevr_questions_object.json → L2_objects.json}

@@ -1,3 +1,3 @@
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-size 319991866
+oid sha256:428d6f536a9d24417ef446b1faf543aacd9cc923bbd07462a521ef9ec738b05c
+size 323028588

questions/L3/superclevr_questions_6d.json

@@ -1,3 +0,0 @@
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-oid sha256:383759abed051c130922dacdd8a2b4952160068cbc23c4c716912539a148ac46
-size 772821464

questions/L3/superclevr_questions_physics.json

@@ -1,3 +0,0 @@
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-oid sha256:3d7de6d48701aeb523ff980485a172c4afb0df39dc4e7e520c0fbc1b209e63de
-size 347007425

questions/{L1/superclevr_questions_2D_spatial.json → L3_2D_spatial.json}

@@ -1,3 +1,3 @@
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-oid sha256:57a824c440153c77fcd279e275eb51af52301211660b0ba9cd4b52b2af865ca0
-size 168527629
+oid sha256:7545f1cac93881c2b6851d2c231d78dfa3cfc9453170ba79794ee091084a5c1e
+size 591718434

questions/{L2/superclevr_questions_obj_occ.json → L4_occ.json}

@@ -1,3 +1,3 @@
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-oid sha256:48a29d560a63e5da1f335b3c374a4a12a66f457c436168d8aa96e829a106875c
-size 208954986
+oid sha256:24def02f4f97207bfa6fffcbe9ffd8a169d01e26bada8c856253e9dfe4608226
+size 210830349

questions/{L2/superclevr_questions_pose.json → L4_pose.json}

@@ -1,3 +1,3 @@
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-oid sha256:32776e2e6bfd13da4e5874c6866d59b69b6fd6e8b05c6c2d60a90eece10a9136
-size 398210036
+oid sha256:d537c21c49014b23dff551163c60b5006356d8a221878a68413d231bfd11073d
+size 265039808

questions/L5_6d_spatial.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12f4cd78cf22a14759a808a5055fc651647fd76aac2502ec18f5aa3febba4839
+size 1168141474

questions/L5_collision.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f89c7fd27622ac3d2004d59afc9d961c47017cac595d6db8a26f44e1d4e5949
+size 330346826

questions/easy.json

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0444f33f9013811f392b209d326e1638d4929ca9ea1c982fd721cabf11c84d25
-size 8202

scenes.tar.gz

@@ -1,3 +0,0 @@
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-oid sha256:43ffe152d0e3aa412496c4af883e309d29aaaf7e5b4ff6e62b5a3b24a28cfe16
-size 238891119