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  1. COPYRIGHT.txt +7 -0
  2. LICENSE.txt +395 -0
  3. README.txt +147 -0
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COPYRIGHT.txt ADDED
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+ CLEVR (c) 2017, Facebook, Inc.
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LICENSE.txt ADDED
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README.txt ADDED
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+ The data is organized into the following directory structure:
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+
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+ images/
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+ train/
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+ CLEVR_train_000000.png
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+ CLEVR_train_000001.png
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+ [...]
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+ CLEVR_train_069999.png
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+ val/
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+ CLEVR_val_000000.png
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+ [...]
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+ CLEVR_val_014999.png
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+ test/
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+ CLEVR_test_000000.png
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+ [...]
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+ CLEVR_test_014999.png
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+ scenes/
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+ CLEVR_train_scenes.json
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+ CLEVR_val_scenes.json
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+ questions/
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+ CLEVR_train_questions.json
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+ CLEVR_val_questions.json
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+ CLEVR_test_questions.json
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+
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+
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+ SCENE FILE FORMAT
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+ Each of the scene files has the following format:
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+
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+ {
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+ "info": <info>,
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+ "scenes": [<scene>]
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+ }
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+
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+ <info> {
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+ "split": <string: "train", "val", or "test">,
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+ "version": <string>,
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+ "date": <string>,
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+ "license": <string>,
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+ }
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+
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+ <scene> {
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+ "spit": <string: "train", "val", or "test">,
43
+ "image_index": <integer>,
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+ "image_filename": <string, e.g. "CLEVR_train_000000.png">,
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+ "directions": {
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+ "left": [list of 3 numbers x, y, z],
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+ "right": [list of 3 numbers x, y, z],
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+ "front": [list of 3 numbers x, y, z],
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+ "behind": [list of 3 numbers x, y, z],
50
+ "below": [list of 3 numbers x, y, z],
51
+ "above": [list of 3 numbers x, y, z]
52
+ },
53
+ "objects": [<object>],
54
+ "relations": {
55
+ "left": <adjacency list>,
56
+ "right": <adjacency list>,
57
+ "front": <adjacency list>,
58
+ "behind": <adjacency list>
59
+ }
60
+ }
61
+
62
+ Relationships are stored as adjacency lists, which are lists of lists of
63
+ integers. If s is a <scene> object, then s['relations']['left'][i] is a list of
64
+ indices for objects which are left of s['objects'][i].
65
+
66
+ In other words, s['objects'][j] is left of s['objects'][i] if and only if
67
+ j is in s['relations']['left'][i].
68
+
69
+ <object> {
70
+ "3d_coords": [list of 3 numbers x, y, z],
71
+ "pixel_coords": [list of 3 numbers x, y, z],
72
+ "rotation": <number, in degrees>,
73
+ "size': <string: "small" or "large">,
74
+ "color": <string: "gray", "blue", "brown", "yellow", "red", "green", "purple", or "cyan">,
75
+ "material": <string: "rubber" or "metal">,
76
+ "shape": <string: "cube", "sphere", or "cylinder">
77
+ }
78
+
79
+
80
+ QUESTION FILE FORMAT
81
+ Each of the question files has the following format:
82
+
83
+ {
84
+ "info": <info>,
85
+ "questions": [<question>]
86
+ }
87
+
88
+ <info> {
89
+ "split": <string: "train", "val", or "test">,
90
+ "version": <string>,
91
+ "date": <string>,
92
+ "license": <string>
93
+ }
94
+
95
+ <question> {
96
+ "split": <string: "train", "val", or "test">,
97
+ "image_index": <integer>,
98
+ "image_filename": <string, e.g. "CLEVR_train_000000.png">,
99
+ "question": <string>,
100
+ "answer": <string>,
101
+ "program": [<function>],
102
+ "question_family_index': <integer>,
103
+ }
104
+
105
+ Answers and programs are omitted from the test data.
106
+
107
+ <function> {
108
+ "function": <string, e.g. "filter_color">,
109
+ "inputs": [list of integer],
110
+ "value_inputs": [list of strings],
111
+ }
112
+
113
+ Programs are represented as lists of functions. Each function may take as input
114
+ both literal values (given in "value_inputs") and output from other functions
115
+ (given in "inputs"). Functions are guaranteed to be sorted topologically, so
116
+ that j in program[i]['inputs'] if and only if j < i.
117
+
118
+ As a simple example, consider the question "How many blue cubes are there?"
119
+
120
+ The program representation for this question would be:
121
+
122
+ [
123
+ {
124
+ "function": "scene",
125
+ "inputs": [],
126
+ "value_inputs": []
127
+ },
128
+ {
129
+ "function": "filter_color",
130
+ "inputs": [0],
131
+ "value_inputs": ["blue"]
132
+ },
133
+ {
134
+ "function": "filter_shape",
135
+ "inputs": [1],
136
+ "value_inputs": ["cube"]
137
+ },
138
+ {
139
+ "function": "count",
140
+ "inputs": [2],
141
+ "value_inputs": []
142
+ }
143
+ ]
144
+
145
+ Note that all programs contain one or more "scene" functions; this is a special
146
+ function that takes no inputs, and outputs the set of all objects in the scene.
147
+
images/test/CLEVR_test_000000.png ADDED

Git LFS Details

  • SHA256: 97486f1e0983f8ad19502cdffa0c4c355ed156ddb1280440fe106c5098102195
  • Pointer size: 131 Bytes
  • Size of remote file: 169 kB
images/test/CLEVR_test_000001.png ADDED

Git LFS Details

  • SHA256: 9f12878c547db05cb07eb14e83f607fb68df8feb317ef98497e42502f07dbf6b
  • Pointer size: 131 Bytes
  • Size of remote file: 174 kB
images/test/CLEVR_test_000002.png ADDED

Git LFS Details

  • SHA256: 7feed4a865f9442d77ea3262da842a50877833e93a545d4c5bcca1de67a221ae
  • Pointer size: 131 Bytes
  • Size of remote file: 193 kB
images/test/CLEVR_test_000003.png ADDED

Git LFS Details

  • SHA256: af23fbb49dd1c977e5fe8ef7f1b05301097478138e3011fe57436da3348a9acf
  • Pointer size: 131 Bytes
  • Size of remote file: 185 kB
images/test/CLEVR_test_000004.png ADDED

Git LFS Details

  • SHA256: 2d493b1c85958032e94668643a6ee4750fd0015ff47e31e170ad416203825868
  • Pointer size: 131 Bytes
  • Size of remote file: 193 kB
images/test/CLEVR_test_000005.png ADDED

Git LFS Details

  • SHA256: 1ee7691440ffe980f13fce2db175097853456a65609a717dbeb893f1f0f3c3a8
  • Pointer size: 131 Bytes
  • Size of remote file: 170 kB
images/test/CLEVR_test_000006.png ADDED

Git LFS Details

  • SHA256: e17336cd189e7d6a5a670fa8344a02eea026f5744288d387a292d25bb573348a
  • Pointer size: 131 Bytes
  • Size of remote file: 202 kB
images/test/CLEVR_test_000007.png ADDED

Git LFS Details

  • SHA256: 49a28e0cee59fd1941ba07b523cc85023e49b731a96084c76512d80286799f87
  • Pointer size: 131 Bytes
  • Size of remote file: 188 kB
images/test/CLEVR_test_000008.png ADDED

Git LFS Details

  • SHA256: 540e992eca3362f1d7db54db539a9e1e008e015237e8852c53a984e87f3c1845
  • Pointer size: 131 Bytes
  • Size of remote file: 184 kB
images/test/CLEVR_test_000009.png ADDED

Git LFS Details

  • SHA256: cc990d3a5cb9fd3293ffab3b01c8bae5dab4b98043e9a91fb6b8cb757e1324b6
  • Pointer size: 131 Bytes
  • Size of remote file: 194 kB
images/test/CLEVR_test_000010.png ADDED

Git LFS Details

  • SHA256: eaef698022523ffbee2baf13dba387f994d9ab9afd1bb06257f47ce4cdf453e4
  • Pointer size: 131 Bytes
  • Size of remote file: 190 kB
images/test/CLEVR_test_000011.png ADDED

Git LFS Details

  • SHA256: 2c46f9ae36b708301e00566e429fd10f6472cb3bf721d42200caa23a1d200bd9
  • Pointer size: 131 Bytes
  • Size of remote file: 181 kB
images/test/CLEVR_test_000012.png ADDED

Git LFS Details

  • SHA256: 7ce0c9bbe3e92a634bcf11cc609feaf81469265df3d94c9238ca36dad798255a
  • Pointer size: 131 Bytes
  • Size of remote file: 194 kB
images/test/CLEVR_test_000013.png ADDED

Git LFS Details

  • SHA256: 16feaf02939c1fba6cd9d2691ab21a2f246b4c193427e94f799aa0cb9f19b0da
  • Pointer size: 131 Bytes
  • Size of remote file: 187 kB
images/test/CLEVR_test_000014.png ADDED

Git LFS Details

  • SHA256: 91a36ecb2a1da569326008dacce97d63fc03d9869e928258d94020d065e95cff
  • Pointer size: 131 Bytes
  • Size of remote file: 185 kB
images/test/CLEVR_test_000015.png ADDED

Git LFS Details

  • SHA256: 8dd24be890525f138ee8128f4b39b3b5f63e2e378e98d028e1d2b101eb74c289
  • Pointer size: 131 Bytes
  • Size of remote file: 180 kB
images/test/CLEVR_test_000016.png ADDED

Git LFS Details

  • SHA256: 52ef1ad1c4bb5fed09f3f92fc21d3c6b861493dcae91a4317a8d6af6a1b4f0a6
  • Pointer size: 131 Bytes
  • Size of remote file: 187 kB
images/test/CLEVR_test_000017.png ADDED

Git LFS Details

  • SHA256: 74c62127cedd8dd09d854976412258acf9c09a7a782fb306045abf118f063b00
  • Pointer size: 131 Bytes
  • Size of remote file: 184 kB
images/test/CLEVR_test_000018.png ADDED

Git LFS Details

  • SHA256: b2d6b0a4662fac3b8ee377dae1e697f0680f191b75c556a5f36b8f396d2b66e6
  • Pointer size: 131 Bytes
  • Size of remote file: 176 kB
images/test/CLEVR_test_000019.png ADDED

Git LFS Details

  • SHA256: cbc2307b3af3cdd565661798f870e009a21d4b5e01d8cd4a3c6774c958db6581
  • Pointer size: 131 Bytes
  • Size of remote file: 195 kB
images/test/CLEVR_test_000020.png ADDED

Git LFS Details

  • SHA256: 53f22a8f810907c9b922bdcb1e8218e933196a6541d72ca95e0b1e6b36a893cf
  • Pointer size: 131 Bytes
  • Size of remote file: 180 kB
images/test/CLEVR_test_000021.png ADDED

Git LFS Details

  • SHA256: 15e47d6c97a899a05d11fa691d902eeef14225cca7808a1e6282ac0d88f8376c
  • Pointer size: 131 Bytes
  • Size of remote file: 201 kB
images/test/CLEVR_test_000022.png ADDED

Git LFS Details

  • SHA256: ec8ad41885320f1c0475d3efa8c9100dabb746ab44e1c2fb687c9ee6b93142b7
  • Pointer size: 131 Bytes
  • Size of remote file: 207 kB
images/test/CLEVR_test_000023.png ADDED

Git LFS Details

  • SHA256: 748269d0949100f43f4f06cd621beabf667aed255069aa287318cca46dc4288a
  • Pointer size: 131 Bytes
  • Size of remote file: 187 kB
images/test/CLEVR_test_000024.png ADDED

Git LFS Details

  • SHA256: d5e72b1cd29452d2b5ff56a56458f668fb6f02d816791bc35b116ff47dc5d317
  • Pointer size: 131 Bytes
  • Size of remote file: 209 kB
images/test/CLEVR_test_000025.png ADDED

Git LFS Details

  • SHA256: 75868343f91f4514a78bb5a0d77c1657384dba8ea1d651c1ded05898b67e7b6e
  • Pointer size: 131 Bytes
  • Size of remote file: 193 kB
images/test/CLEVR_test_000026.png ADDED

Git LFS Details

  • SHA256: 5cc2cc0c0b9fe3645db7eafb586baf4d640f9bb5669289bc33c015ab9f15971f
  • Pointer size: 131 Bytes
  • Size of remote file: 194 kB
images/test/CLEVR_test_000027.png ADDED

Git LFS Details

  • SHA256: 285662c3805b0b228f2749c5aa417c55203ee06a411e6a74ca14aec409969cd4
  • Pointer size: 131 Bytes
  • Size of remote file: 208 kB
images/test/CLEVR_test_000028.png ADDED

Git LFS Details

  • SHA256: 1155dff69c2756922c53353758d2031e6d23d18aab6f4ec01111d46b8a9f6c3a
  • Pointer size: 131 Bytes
  • Size of remote file: 190 kB
images/test/CLEVR_test_000029.png ADDED

Git LFS Details

  • SHA256: 1592a30fd2a8d0b61e23a54309dcb111a2e7a82a5991d55b625b6400b540eebc
  • Pointer size: 131 Bytes
  • Size of remote file: 178 kB
images/test/CLEVR_test_000030.png ADDED

Git LFS Details

  • SHA256: 8f7710032646e070a0b7dc2d39775b00cf613bdfce6d683d47922c3bc3612d00
  • Pointer size: 131 Bytes
  • Size of remote file: 198 kB
images/test/CLEVR_test_000031.png ADDED

Git LFS Details

  • SHA256: 53556d2c02121fd2f7b0209ee74e5d180a5517f634308818fe8df12d9649b111
  • Pointer size: 131 Bytes
  • Size of remote file: 198 kB
images/test/CLEVR_test_000032.png ADDED

Git LFS Details

  • SHA256: 3dcb903c695f039d53d067c758dc75aa756b6e1f0cb07bdd60eb54da6e12f185
  • Pointer size: 131 Bytes
  • Size of remote file: 192 kB
images/test/CLEVR_test_000033.png ADDED

Git LFS Details

  • SHA256: ebb364385366fff8f1d809476dd6ffe0c54392ce39b7406978d39dc0ae94d374
  • Pointer size: 131 Bytes
  • Size of remote file: 196 kB
images/test/CLEVR_test_000034.png ADDED

Git LFS Details

  • SHA256: 20314f8a8802704b5d7b62d5abbad4b6292869354c5f61a812ebf053dd985632
  • Pointer size: 131 Bytes
  • Size of remote file: 172 kB
images/test/CLEVR_test_000035.png ADDED

Git LFS Details

  • SHA256: e0b0cb905c911b148339c1465556e10e12ab9e8e8175458172e7bb02ff23a244
  • Pointer size: 131 Bytes
  • Size of remote file: 177 kB
images/test/CLEVR_test_000036.png ADDED

Git LFS Details

  • SHA256: d23eff08ef93b1b4ee281831a7a5412c0260d7ca315912e2c0fc898d701da6f5
  • Pointer size: 131 Bytes
  • Size of remote file: 183 kB
images/test/CLEVR_test_000037.png ADDED

Git LFS Details

  • SHA256: c3b830c550856179391051f14cdb8e8b2a2797d7ea81433eb98d3108c25ec721
  • Pointer size: 131 Bytes
  • Size of remote file: 181 kB
images/test/CLEVR_test_000038.png ADDED

Git LFS Details

  • SHA256: 22e48a2648912c20dc4a9970ca758cc2d8747941a27dc39264b197fe767dacb4
  • Pointer size: 131 Bytes
  • Size of remote file: 189 kB
images/test/CLEVR_test_000039.png ADDED

Git LFS Details

  • SHA256: 70864b9c7b617d68f2f759d3f26832bc728dd5b4e9bb018722fa219b7614ebd2
  • Pointer size: 131 Bytes
  • Size of remote file: 200 kB
images/test/CLEVR_test_000040.png ADDED

Git LFS Details

  • SHA256: 0ac758aa6cd7d5fdc21af76ac2f82a47e0d62c6caa3fbfcccac30f518f6d2c84
  • Pointer size: 131 Bytes
  • Size of remote file: 188 kB
images/test/CLEVR_test_000041.png ADDED

Git LFS Details

  • SHA256: 37fa2798a4c4d4aa79fee800151fa297735fcf5794b1bf929c5f9a82fc544421
  • Pointer size: 131 Bytes
  • Size of remote file: 201 kB
images/test/CLEVR_test_000042.png ADDED

Git LFS Details

  • SHA256: 24ad29a2974ddfafd6488241aaddeb86a26a56c3c9cc2a9dfc6ea546f3209714
  • Pointer size: 131 Bytes
  • Size of remote file: 182 kB
images/test/CLEVR_test_000043.png ADDED

Git LFS Details

  • SHA256: 27d2162fd794164541ef1abe4f200999254f5b51601a141fdb893bb12dd9d141
  • Pointer size: 131 Bytes
  • Size of remote file: 191 kB
images/test/CLEVR_test_000044.png ADDED

Git LFS Details

  • SHA256: d998cf4d29e4ab31889c0aba0485f39da9e9720f5114c755d61d29ccb4371e51
  • Pointer size: 131 Bytes
  • Size of remote file: 177 kB
images/test/CLEVR_test_000045.png ADDED

Git LFS Details

  • SHA256: 88312327cdaf4301dd70ee16c60d5da76263abee3fe0fa85bc2a714e934ec873
  • Pointer size: 131 Bytes
  • Size of remote file: 191 kB
images/test/CLEVR_test_000046.png ADDED

Git LFS Details

  • SHA256: 22b3e326d62830c142ffff7674d079a96414ea9534630f4bfbbb7c5b66425284
  • Pointer size: 131 Bytes
  • Size of remote file: 196 kB