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Except for the limited purpose of indicating that +material is shared under a Creative Commons public license or as +otherwise permitted by the Creative Commons policies published at +creativecommons.org/policies, Creative Commons does not authorize the +use of the trademark "Creative Commons" or any other trademark or logo +of Creative Commons without its prior written consent including, +without limitation, in connection with any unauthorized modifications +to any of its public licenses or any other arrangements, +understandings, or agreements concerning use of licensed material. For +the avoidance of doubt, this paragraph does not form part of the +public licenses. + +Creative Commons may be contacted at creativecommons.org. diff --git a/README.txt b/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..422274d7a9e4c58a3edc9d24b2b03554c2414679 --- /dev/null +++ b/README.txt @@ -0,0 +1,147 @@ +The data is organized into the following directory structure: + +images/ + train/ + CLEVR_train_000000.png + CLEVR_train_000001.png + [...] + CLEVR_train_069999.png + val/ + CLEVR_val_000000.png + [...] + CLEVR_val_014999.png + test/ + CLEVR_test_000000.png + [...] + CLEVR_test_014999.png +scenes/ + CLEVR_train_scenes.json + CLEVR_val_scenes.json +questions/ + CLEVR_train_questions.json + CLEVR_val_questions.json + CLEVR_test_questions.json + + +SCENE FILE FORMAT +Each of the scene files has the following format: + +{ + "info": , + "scenes": [] +} + + { + "split": , + "version": , + "date": , + "license": , +} + + { + "spit": , + "image_index": , + "image_filename": , + "directions": { + "left": [list of 3 numbers x, y, z], + "right": [list of 3 numbers x, y, z], + "front": [list of 3 numbers x, y, z], + "behind": [list of 3 numbers x, y, z], + "below": [list of 3 numbers x, y, z], + "above": [list of 3 numbers x, y, z] + }, + "objects": [], + "relations": { + "left": , + "right": , + "front": , + "behind": + } +} + +Relationships are stored as adjacency lists, which are lists of lists of +integers. If s is a object, then s['relations']['left'][i] is a list of +indices for objects which are left of s['objects'][i]. + +In other words, s['objects'][j] is left of s['objects'][i] if and only if +j is in s['relations']['left'][i]. + + { + "3d_coords": [list of 3 numbers x, y, z], + "pixel_coords": [list of 3 numbers x, y, z], + "rotation": , + "size': , + "color": , + "material": , + "shape": +} + + +QUESTION FILE FORMAT +Each of the question files has the following format: + +{ + "info": , + "questions": [] +} + + { + "split": , + "version": , + "date": , + "license": +} + + { + "split": , + "image_index": , + "image_filename": , + "question": , + "answer": , + "program": [], + "question_family_index': , +} + +Answers and programs are omitted from the test data. + + { + "function": , + "inputs": [list of integer], + "value_inputs": [list of strings], +} + +Programs are represented as lists of functions. Each function may take as input +both literal values (given in "value_inputs") and output from other functions +(given in "inputs"). Functions are guaranteed to be sorted topologically, so +that j in program[i]['inputs'] if and only if j < i. + +As a simple example, consider the question "How many blue cubes are there?" + +The program representation for this question would be: + +[ + { + "function": "scene", + "inputs": [], + "value_inputs": [] + }, + { + "function": "filter_color", + "inputs": [0], + "value_inputs": ["blue"] + }, + { + "function": "filter_shape", + "inputs": [1], + "value_inputs": ["cube"] + }, + { + "function": "count", + "inputs": [2], + "value_inputs": [] + } +] + +Note that all programs contain one or more "scene" functions; this is a special +function that takes no inputs, and outputs the set of all objects in the scene. + diff --git a/questions/CLEVR_test_questions.json b/questions/CLEVR_test_questions.json new file mode 100644 index 0000000000000000000000000000000000000000..f7ac45534ed551f8bfa3fe2d697db46fbcbf461b --- /dev/null +++ b/questions/CLEVR_test_questions.json @@ -0,0 +1,3 @@ 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