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.gitattributes

@@ -57,3 +57,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+stable_diffusion/data/DejaVuSans.ttf filter=lfs diff=lfs merge=lfs -text
+stable_diffusion/data/imagenet_val_hr_indices.p filter=lfs diff=lfs merge=lfs -text

data/something/extract_frames.py

@@ -0,0 +1,65 @@
+import cv2
+import json
+import os
+from tqdm import tqdm
+
+def extract_first_and_last_frames(video_file):
+    # Create base directory path
+    base_dir = 'frames/' + os.path.splitext(os.path.basename(video_file))[0]
+    
+    # Check if both 'first.jpg' and 'last.jpg' already exist
+    first_frame_path = os.path.join(base_dir, 'first.jpg')
+    last_frame_path = os.path.join(base_dir, 'last.jpg')
+    if os.path.exists(first_frame_path) and os.path.exists(last_frame_path):
+        print(f"Skipping {video_file} as frames already exist.")
+        return
+
+    cap = cv2.VideoCapture(video_file)
+    if not cap.isOpened():
+        print(f"Error: Could not open video {video_file}.")
+        return
+    
+    total_frames = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))
+    if total_frames == 1:
+        print(f"Warning: Video {video_file} has only 1 frame.")
+
+    # Extract and save first frame
+    extract_and_save_frame(cap, video_file, 0, 'first', base_dir)
+    
+    # Extract and save last frame
+    if total_frames > 1:
+        extract_and_save_frame(cap, video_file, total_frames - 1, 'last', base_dir)
+
+    cap.release()
+
+def extract_and_save_frame(cap, video_file, frame_number, frame_type, base_dir):
+    cap.set(cv2.CAP_PROP_POS_FRAMES, frame_number)
+    ret, frame = cap.read()
+
+    attempts = 0
+    while not ret and attempts < 10:
+        frame_number -= 1
+        cap.set(cv2.CAP_PROP_POS_FRAMES, frame_number)
+        ret, frame = cap.read()
+        attempts += 1
+
+    if not ret:
+        print(f"Error: Could not read frame after several attempts at {frame_number} in {video_file}.")
+        return
+
+    if not os.path.exists(base_dir):
+        os.makedirs(base_dir)
+    frame_file_name = f"{base_dir}/{frame_type}.jpg"
+    cv2.imwrite(frame_file_name, frame)
+    print(f"Saved {frame_file_name}")
+
+# Read JSON file
+json_file = 'valid.json'
+with open(json_file, 'r') as file:
+    videos = json.load(file)
+
+# Process each video file in the JSON
+for video in tqdm(videos):
+    video_file_name = f"{video['id']}.webm"  # Assuming webm format; adjust if needed
+    video_file_path = os.path.join('./videos', video_file_name)
+    extract_first_and_last_frames(video_file_path)

data/something/filter_keywords.py

@@ -0,0 +1,21 @@
+import json
+
+train = json.load(open('train.json'))
+old_len = len(train)
+new_train = []
+
+filter_words = ['pretend', 'holding', 'fail', 'roll', 'then letting it', 'until it falls down', 'spin', 'nothing happens', 'show', 'falling like', 'squeezing', 'throwing', 'slightly']
+# these words should not be in the description
+
+for item in train:
+    if not any(word in item['instruction'] for word in filter_words):
+        if "falls off" in item['instruction']:
+            if "but" in item['instruction']:
+                new_train.append(item)  # Includes "falls off" but also has "but"
+        else:
+            new_train.append(item)  # Does not contain "falls off"
+            
+json.dump(new_train, open('train_.json', 'w'), indent=4)
+new_len = len(new_train)
+
+print(f'Old length: {old_len}, New length: {new_len}')

data/something/formatter.py

@@ -0,0 +1,39 @@
+import json
+import os
+
+# Load the input JSON file
+with open("train.json", "r") as f:
+    data = json.load(f)
+
+jsonl_data = []
+print("Before processing:", len(data))
+# Convert the input JSON to JSONL format
+for key, value in enumerate(data):
+
+    input_path = '/'.join(value["input"].split('/')[2:])
+    output_path = '/'.join(value["output"].split('/')[2:])
+    if os.path.exists(input_path) and os.path.exists(output_path):
+        entry = {
+            "id": f"{int(key):012d}",
+            "images": ["AURORA/"+value["input"], "AURORA/"+value["output"]],
+            "conversations": [
+                {
+                    "from": "human",
+                    "value": f"<image>\nEditing the given image according to the following prompt: {value['instruction']}"
+                },
+                {
+                    "from": "gpt",
+                    "value": "<image>"
+                }
+            ]
+        }
+        jsonl_data.append(entry)
+    else:
+        continue
+
+# Save to a JSONL file
+with open("train.jsonl", "w") as f:
+    for line in jsonl_data:
+        f.write(json.dumps(line) + "\n")
+
+print("Final data size:", len(jsonl_data))

data/something/labels/labels.json

@@ -0,0 +1,176 @@
+{
+ "Approaching something with your camera":"0",
+ "Attaching something to something":"1",
+ "Bending something so that it deforms":"2",
+ "Bending something until it breaks":"3",
+ "Burying something in something":"4",
+ "Closing something":"5",
+ "Covering something with something":"6",
+ "Digging something out of something":"7",
+ "Dropping something behind something":"8",
+ "Dropping something in front of something":"9",
+ "Dropping something into something":"10",
+ "Dropping something next to something":"11",
+ "Dropping something onto something":"12",
+ "Failing to put something into something because something does not fit":"13",
+ "Folding something":"14",
+ "Hitting something with something":"15",
+ "Holding something":"16",
+ "Holding something behind something":"17",
+ "Holding something in front of something":"18",
+ "Holding something next to something":"19",
+ "Holding something over something":"20",
+ "Laying something on the table on its side, not upright":"21",
+ "Letting something roll along a flat surface":"22",
+ "Letting something roll down a slanted surface":"23",
+ "Letting something roll up a slanted surface, so it rolls back down":"24",
+ "Lifting a surface with something on it but not enough for it to slide down":"25",
+ "Lifting a surface with something on it until it starts sliding down":"26",
+ "Lifting something up completely without letting it drop down":"27",
+ "Lifting something up completely, then letting it drop down":"28",
+ "Lifting something with something on it":"29",
+ "Lifting up one end of something without letting it drop down":"30",
+ "Lifting up one end of something, then letting it drop down":"31",
+ "Moving away from something with your camera":"32",
+ "Moving part of something":"33",
+ "Moving something across a surface until it falls down":"34",
+ "Moving something across a surface without it falling down":"35",
+ "Moving something and something away from each other":"36",
+ "Moving something and something closer to each other":"37",
+ "Moving something and something so they collide with each other":"38",
+ "Moving something and something so they pass each other":"39",
+ "Moving something away from something":"40",
+ "Moving something away from the camera":"41",
+ "Moving something closer to something":"42",
+ "Moving something down":"43",
+ "Moving something towards the camera":"44",
+ "Moving something up":"45",
+ "Opening something":"46",
+ "Picking something up":"47",
+ "Piling something up":"48",
+ "Plugging something into something":"49",
+ "Plugging something into something but pulling it right out as you remove your hand":"50",
+ "Poking a hole into some substance":"51",
+ "Poking a hole into something soft":"52",
+ "Poking a stack of something so the stack collapses":"53",
+ "Poking a stack of something without the stack collapsing":"54",
+ "Poking something so it slightly moves":"55",
+ "Poking something so lightly that it doesn't or almost doesn't move":"56",
+ "Poking something so that it falls over":"57",
+ "Poking something so that it spins around":"58",
+ "Pouring something into something":"59",
+ "Pouring something into something until it overflows":"60",
+ "Pouring something onto something":"61",
+ "Pouring something out of something":"62",
+ "Pretending or failing to wipe something off of something":"63",
+ "Pretending or trying and failing to twist something":"64",
+ "Pretending to be tearing something that is not tearable":"65",
+ "Pretending to close something without actually closing it":"66",
+ "Pretending to open something without actually opening it":"67",
+ "Pretending to pick something up":"68",
+ "Pretending to poke something":"69",
+ "Pretending to pour something out of something, but something is empty":"70",
+ "Pretending to put something behind something":"71",
+ "Pretending to put something into something":"72",
+ "Pretending to put something next to something":"73",
+ "Pretending to put something on a surface":"74",
+ "Pretending to put something onto something":"75",
+ "Pretending to put something underneath something":"76",
+ "Pretending to scoop something up with something":"77",
+ "Pretending to spread air onto something":"78",
+ "Pretending to sprinkle air onto something":"79",
+ "Pretending to squeeze something":"80",
+ "Pretending to take something from somewhere":"81",
+ "Pretending to take something out of something":"82",
+ "Pretending to throw something":"83",
+ "Pretending to turn something upside down":"84",
+ "Pulling something from behind of something":"85",
+ "Pulling something from left to right":"86",
+ "Pulling something from right to left":"87",
+ "Pulling something onto something":"88",
+ "Pulling something out of something":"89",
+ "Pulling two ends of something but nothing happens":"90",
+ "Pulling two ends of something so that it gets stretched":"91",
+ "Pulling two ends of something so that it separates into two pieces":"92",
+ "Pushing something from left to right":"93",
+ "Pushing something from right to left":"94",
+ "Pushing something off of something":"95",
+ "Pushing something onto something":"96",
+ "Pushing something so it spins":"97",
+ "Pushing something so that it almost falls off but doesn't":"98",
+ "Pushing something so that it falls off the table":"99",
+ "Pushing something so that it slightly moves":"100",
+ "Pushing something with something":"101",
+ "Putting number of something onto something":"102",
+ "Putting something and something on the table":"103",
+ "Putting something behind something":"104",
+ "Putting something in front of something":"105",
+ "Putting something into something":"106",
+ "Putting something next to something":"107",
+ "Putting something on a flat surface without letting it roll":"108",
+ "Putting something on a surface":"109",
+ "Putting something on the edge of something so it is not supported and falls down":"110",
+ "Putting something onto a slanted surface but it doesn't glide down":"111",
+ "Putting something onto something":"112",
+ "Putting something onto something else that cannot support it so it falls down":"113",
+ "Putting something similar to other things that are already on the table":"114",
+ "Putting something that can't roll onto a slanted surface, so it slides down":"115",
+ "Putting something that can't roll onto a slanted surface, so it stays where it is":"116",
+ "Putting something that cannot actually stand upright upright on the table, so it falls on its side":"117",
+ "Putting something underneath something":"118",
+ "Putting something upright on the table":"119",
+ "Putting something, something and something on the table":"120",
+ "Removing something, revealing something behind":"121",
+ "Rolling something on a flat surface":"122",
+ "Scooping something up with something":"123",
+ "Showing a photo of something to the camera":"124",
+ "Showing something behind something":"125",
+ "Showing something next to something":"126",
+ "Showing something on top of something":"127",
+ "Showing something to the camera":"128",
+ "Showing that something is empty":"129",
+ "Showing that something is inside something":"130",
+ "Something being deflected from something":"131",
+ "Something colliding with something and both are being deflected":"132",
+ "Something colliding with something and both come to a halt":"133",
+ "Something falling like a feather or paper":"134",
+ "Something falling like a rock":"135",
+ "Spilling something behind something":"136",
+ "Spilling something next to something":"137",
+ "Spilling something onto something":"138",
+ "Spinning something so it continues spinning":"139",
+ "Spinning something that quickly stops spinning":"140",
+ "Spreading something onto something":"141",
+ "Sprinkling something onto something":"142",
+ "Squeezing something":"143",
+ "Stacking number of something":"144",
+ "Stuffing something into something":"145",
+ "Taking one of many similar things on the table":"146",
+ "Taking something from somewhere":"147",
+ "Taking something out of something":"148",
+ "Tearing something into two pieces":"149",
+ "Tearing something just a little bit":"150",
+ "Throwing something":"151",
+ "Throwing something against something":"152",
+ "Throwing something in the air and catching it":"153",
+ "Throwing something in the air and letting it fall":"154",
+ "Throwing something onto a surface":"155",
+ "Tilting something with something on it slightly so it doesn't fall down":"156",
+ "Tilting something with something on it until it falls off":"157",
+ "Tipping something over":"158",
+ "Tipping something with something in it over, so something in it falls out":"159",
+ "Touching (without moving) part of something":"160",
+ "Trying but failing to attach something to something because it doesn't stick":"161",
+ "Trying to bend something unbendable so nothing happens":"162",
+ "Trying to pour something into something, but missing so it spills next to it":"163",
+ "Turning something upside down":"164",
+ "Turning the camera downwards while filming something":"165",
+ "Turning the camera left while filming something":"166",
+ "Turning the camera right while filming something":"167",
+ "Turning the camera upwards while filming something":"168",
+ "Twisting (wringing) something wet until water comes out":"169",
+ "Twisting something":"170",
+ "Uncovering something":"171",
+ "Unfolding something":"172",
+ "Wiping something off of something":"173"
+}

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