OpenDetection and Captioning — Datasets
Collection
An object detection and dense captioning dataset built using automated pipelines with RF-DETR, Qwen3.5, and other vision models. • 14 items • Updated • 2
video video 5 10 | frames_response stringlengths 476 3.35k | sliced_frames images listlengths 5 5 |
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This top-down view captures a pair of hands performing an origami-like fold on a plain white surface. In the upper right corner, a small portion of a black and green-handled scissors is visible throughout the sequence. The video progresses chronologically as follows: initially, the left hand holds a sheet of white pape... | ||
This series of five images captures a close-up medical procedure being performed on a person's back, viewed through an opening in their blue denim clothing. In the initial frame, we see the bare skin within the pocket as it lies still under the fabric. The subsequent four frames depict the progression of an injection. ... | ||
This five-frame sequence presents an aerial view of a dynamic coastal landscape, likely captured from a drone. The initial frames (1-3) establish the setting: a wide expanse of turquoise ocean with white-capped waves rolling onto a dark, rocky shoreline that transitions into a sandy beach. As the camera pans rightward ... | ||
This series of five frames captures the dynamic process of grilling a colorful assortment of ingredients on an electric skillet. The scene is set on a clean white countertop, featuring a black rectangular electric griddle with a clear glass lid that has a dark knob. A hand enters the frame from the top right in the fin... | ||
This series of five underwater frames depicts a slow, atmospheric descent through a kelp forest at night or in very low light. The scene begins with a view looking up towards the surface, where a faint beam of sunlight pierces through an opaque, hazy blue-green water column. Tall, dark silhouettes of kelp stalks rise v... | ||
This series of five frames captures a close-up, top-down view of an individual washing small, brownish-yellow objects—likely snails, clams, or similar mollusks—in a rectangular grey plastic container filled with water. The person is wearing a light tan long-sleeved shirt and translucent disposable gloves for hygiene.
... | ||
This series of five aerial drone shots captures a serene and picturesque coastal village nestled at the foot of lush green mountains under a clear blue sky. The sequence begins with an establishing shot that reveals a wide bay dotted with deep blue water, where two boats—a sailboat and a motor yacht—float peacefully ne... | ||
This series of five frames captures a static scene within a traditional bread-making facility, likely a bakery or a large-scale fermentation room. The setting consists of multiple wooden shelves arranged to hold numerous large, woven banneton baskets. These baskets, made from natural fibers like reed or bamboo, have be... | ||
This series of five underwater frames captures a serene and continuous view from below the surface of a body of water, likely a lake or a calm sea. The scene is dominated by a uniform, vibrant teal-green color palette that fills the entire visual field. Throughout the sequence, the primary subject is an unseen school o... | ||
This series of five sequential frames captures a vibrant underwater scene, likely from a virtual reality 360° experience given the wide, panoramic perspective. The setting is a sunlit coral reef teeming with marine life under clear, turquoise water. A large, bright light source, possibly the sun's reflection on the sur... | ||
This top-down view captures the preparation of roasted garlic. The scene features several elements arranged on a grey surface: a rustic wooden cutting board holding three slices of baguette, a small black plate with one slice of bread topped with minced garlic, an empty dark plate to its right, and a dark ceramic bowl ... | ||
This series of five frames captures a serene and celebratory moment at sunset over a historic cityscape, likely Porto, Portugal. The scene opens with a clear view of the iconic Dom Luís I Bridge spanning the Douro River, with a densely built city stretching into the distance under a soft, pastel sky. In the foreground,... | ||
This sequence of five frames captures a close-up view of a sterile medical procedure, likely an aspiration or biopsy, taking place within a surgical setting indicated by the teal drapes. The primary subjects are two hands clad in blue nitrile gloves; one hand holds a transparent plastic vial labeled "#3", while the oth... | ||
This video captures a close-up, top-down view of someone meticulously decorating ice skater-shaped cookies. The scene is set on a white marble countertop, where a round metal baking tray holds several unadorned beige cookies. In the background, piping bags filled with grey and black icing sit ready for use. The main su... | ||
This series of five frames captures a close-up sequence of someone depositing money into a glass jar. The setting appears to be an indoor workspace with natural light, featuring a clear glass jar filled with rolled U.S. one-dollar bills as its contents. A person, whose hands are the primary focus, wears a white collare... | ||
This series of five close-up shots documents the process of grilling sweet and sour pork ribs on an electric grill. The scene features numerous pieces of glazed pork rib, their surfaces glistening with sauce and showing charred spots from cooking, arranged in neat rows across the black grill grates. A pair of metal ton... | ||
This series of five frames captures a continuous, static architectural shot of the iconic Bosco Verticale building in Milan, Italy. The video does not feature dynamic action but rather demonstrates a slow, deliberate camera pan from right to left across the urban landscape.
- **Scene Description:** The central subject... | ||
This series of five close-up shots captures the meticulous process of decorating a layered mousse cake. The setting is a rustic kitchen with a weathered wooden table, where the cake sits on a dark slate platter. A hand holding a piping bag filled with a deep red jam fills the gaps between small, piped dollops of white ... | ||
This top-down view captures the process of mixing ingredients for a recipe, likely an orange cake given the oranges and cranberries. In a bright, marble-topped kitchen counter, a person's hands are seen combining dry ingredients—flour, sugar, and baking powder—in a white bowl with a fork. The progression across the fiv... | ||
This series of five frames captures a person interacting with a digital tablet against a clean, white background. The individual, whose upper body is visible from the chest down to their hands, wears a light blue denim shirt over a white t-shirt. In every frame, they hold a silver tablet in their left hand while raisin... | ||
This five-frame sequence captures the continuous motion of an individual jogging through a park during autumn. The ground is covered with dry, brown leaves scattered over dirt and gravel, indicating the season. In the first frame, we see a close-up of the leafy path alongside a person's right hand wearing a red wristba... | ||
This series of five close-up shots captures a slow-motion process against a stark black background. The scene features three matchsticks standing vertically on the right side; two at the bottom remain unlit with their purple-tipped heads intact, while the third one above them begins to ignite. On the far right, a hand ... | ||
This sequence captures a low-angle time-lapse of a white church tower with dark grey accents against a dynamic sky filled with clouds. The tower features an arched belfry window with a black railing, a clock face at its apex, and a red, onion-shaped spire topped by a cross. As the frames progress chronologically from l... | ||
This video clip captures the process of decorating cookies on a baking sheet with a festive holiday theme. The setting is a wooden countertop where several star-shaped sugar cookies have been baked and placed on a white parchment-lined metal tray. Initially, the cookies are mostly plain, but some already feature a laye... | ||
The video clip begins with a blank, off-white screen that serves as the initial state. It progresses by transitioning into a central graphic featuring a dark blue square set within a double-lined border. Initially, this square displays only the white cursive word "mmer," which appears to be part of a larger word or bra... | ||
This top-down view captures a serene beauty routine centered around lavender-colored cosmetic cream. The setting is an aesthetically pleasing tabletop decorated with sprigs of artificial blueberries and green leaves against a white surface. In the center sits a clear glass jar filled with a smooth, pale lavender cream.... | ||
This video features a small Yorkshire Terrier dressed in stylish attire against a solid light blue background. The dog's outfit consists of a black garment with grey faux fur trim around the neck, accessorized with a long white pearl necklace. Throughout the sequence, the dog remains seated but shifts its head and gaze... | ||
This series of five aerial drone shots captures a static maritime scene from an early to late stage. The primary subject is a large red catamaran with white superstructures, floating calmly on calm, teal-green water under a hazy sky. A small inflatable boat is tethered to the stern of the main vessel via a rope. Throug... | ||
This series of five chronologically ordered frames captures the process of a person starting to ride a red motorcycle. The setting appears to be a quiet residential area with lush green trees lining a dirt path, under natural daylight.
- **Frame 1** establishes the initial state of the scene. It presents a close-up vi... | ||
This series of five frames captures a serene pastoral scene under a vast, pale sky. The central focus is a large, leafy tree with gnarled branches, serving as a habitat for numerous black goats. In the lower half of the frame, a larger herd grazes on the dry, dusty ground; some animals stand alert while others lie down... | ||
This series of five images depicts a static office scene centered around financial analysis. The primary subjects are a silver laptop, a white mug filled with coffee, and several sheets of paper displaying various charts and graphs. Initially, in Frame 1, the laptop's screen shows an active line graph trending upwards.... | ||
This series of five frames captures a dynamic moment inside a production studio bathed in intense red light. The central focus is a black equipment case on the floor, from which a plume of white smoke erupts upwards in frames four and five. This sudden release of steam creates a dramatic focal point against the backgro... | ||
The video begins with a static shot of a large, dark grey, ribbed mat resting on a plain white surface. In the second frame, a hand enters from the top right, gripping the handle of a black, folding shovel and lifting it slightly off the mat. By the third frame, both hands now hold the fully extended shovel; one hand g... | ||
This five-frame sequence captures a close-up view of a meal being prepared and served on a dark wooden table. The main subject is a white square plate holding two pieces of crusty bread, each generously topped with creamy, yellow scrambled eggs garnished with a sprig of fresh parsley. A bowl of additional scrambled egg... | ||
This series of five aerial drone shots presents a serene and static view of a grand white mosque with a blue dome at dusk, set within an expansive urban landscape. The progression across these frames captures the subtle passage of time as daylight fades into twilight. In the first frame, the sky is still bright but beg... | ||
The video presents a simple, staged scene set against a solid black background, featuring a light-colored wooden table that takes up the bottom portion of the frame. On this table sits a white candlestick holder with a tall, unlit white pillar candle inside it. The camera remains stationary throughout the sequence. In ... | ||
This video sequence documents a procedure involving laboratory equipment and an animal. It begins with a close-up shot of a gloved hand manipulating a small wooden stick or rod within a white coat, suggesting preparation for handling something delicate. The scene then transitions to reveal a rat being carefully lifted ... | ||
In this series of five sequential frames capturing a high-angle shot of a bird-of-prey perched within the branches of a tree, the scene remains largely consistent throughout. The central subject is an adult hawk, likely a Golden Eagle given its brown mottled plumage and hooked beak, which it clutches firmly with its po... | ||
In a lush, green outdoor environment, likely a forest floor or bamboo grove, a giant panda is captured walking from right to left. The ground is covered in vibrant green grass interspersed with scattered brown leaves and small rocks. A prominent, dark tree trunk runs vertically through the foreground of several frames,... | ||
This video presents a serene, close-up view of a Buddhist monk engaged in a ritualistic activity, likely the tying of prayer beads (japa mala) or the chanting of sutras. The central subject is an elderly monk with weathered skin and visible veins, dressed in traditional saffron-colored robes that drape over his left sh... | ||
This series of five frames captures an aerial view of a sun-drenched plaza at dawn or dusk, focusing on the grand Arc de Triomphe in Lyon, France. The scene is dominated by the imposing archway, which serves as the central anchor for the composition, with its French flag flying atop and intricate carvings adorning its ... | ||
This series of five frames documents an off-road adventure from the perspective of a person riding an All-Terrain Vehicle (ATV) down a challenging dirt trail. The journey begins in Frame 1 at the top of a muddy incline, where the ATV is approaching a large puddle. As the vehicle descends into the next section of the tr... | ||
This series of five frames captures a static, atmospheric shot of an ornate traditional Chinese building under an overcast sky. The architecture features prominent golden-yellow tiled roofs with upturned eaves, supported by pinkish-red pillars and elaborate blue-and-green painted friezes along the roofline. In front of... | ||
This video captures an industrial manufacturing process focused on machining and heat treatment of metal components. The scene opens with a worker in a dark shirt and white gloves operating machinery within a workshop setting. In the initial frames, the worker uses a tool to guide or position a long, cylindrical metal ... | ||
This series of five close-up shots captures the process of manually squeezing lime juice from a halved fruit over an elegant glass citrus reamer. The scene begins with the first frame focusing solely on the ornate, faceted glass reamer set against a vibrant yellow background, highlighting its clear, ribbed design. In t... | ||
This series of five frames captures a close-up, instructional-style cooking segment focused on preparing a red onion. The scene is set against a dark background with a wooden cutting board as the central workspace. A chef, identifiable by their black-and-white striped apron over a white chef's coat, is the sole subject... | ||
In a warmly lit café setting with an exposed brick wall behind a wooden table, a person wearing a textured grey turtleneck sweater sits while sipping a frothy coffee drink from a glass mug. The beverage, likely a latte or cappuccino, is held gently by both hands throughout the sequence. In the foreground, to the left o... | ||
This close-up sequence captures the meticulous process of cleaning a small metal ring with precision. In every frame, a person's hand holds a fine-tipped bottle containing dark liquid—likely solvent or cleaning fluid—and directs its stream onto a white cloth that has been tied around a thin, silver-colored metal ring h... | ||
This series of five frames captures a static scene featuring an Eland resting on a dry, sandy terrain. The animal, characterized by its tan coat, distinctive spiral horns, and dark markings around its eyes and muzzle, lies in a deep repose from the beginning to the end of the sequence. Throughout these five seconds, th... | ||
This video captures an automated packaging line in operation within what appears to be a manufacturing facility. The central focus is on a complex metal jig with multiple vertical and horizontal bars, which serves as the work station for assembling products. In the background, a control panel with illuminated red and g... | ||
This series of five images captures a close-up view of an industrial laser engraver or cutting machine in operation. The central subject is a wooden board resting on a flatbed print bed, upon which a complex black logo has already been partially etched. A high-powered blue laser head hovers directly above the wood, its... | ||
This close-up sequence captures the meticulous process of a person adjusting their white dress shirt cuff. The primary subject is a pair of hands with neatly manicured nails painted a vibrant red; one hand holds the fabric while the other gently positions a gold-colored cufflink onto the buttonhole. Throughout the five... | ||
This five-frame sequence captures a low-angle view of autumnal foliage in what appears to be a public park. The foreground is dominated by a thick layer of fallen maple leaves, displaying rich hues of yellow, orange, brown, and tan, resting on patches of green grass. A large tree trunk stands prominently in the mid-gro... | ||
This sequence of five frames captures a slow, continuous rotation of a celestial body against a starry backdrop. The central subject is a large, spherical planet with a pale, beige-tan coloration and faint horizontal banding that suggests atmospheric features. Throughout the progression from Frame 1 to Frame 5, the pla... | ||
This sequence of five frames captures a simple, deliberate process of depositing an item into a glass jar. The scene is set against a clean, bright background featuring a white surface and a silver laptop. In each frame, a clear glass cylinder with a cork stopper sits on the table; initially containing still water, it ... | ||
This series of five frames captures a slow-motion sequence against a stark black background, focusing on the ignition and burning process of an object held by a hand. In every frame, a wooden matchstick with its tip ablaze is positioned to the right, while a dark, curved metal object rests below it. The primary subject... | ||
This series of five frames captures the dynamic and continuous flow of water from four stone pipes set into a moss-covered rock wall, situated within a natural, wooded environment. The scene features a small stream collecting at the base of the pipes as the water cascades over them with varying degrees of force. In eve... | ||
This series of five images captures a tranquil, close-up view of several orange and black patterned butterflies resting on a rough, textured ground surface composed of small rocks, dry twigs, and sparse grass. The composition remains consistent throughout the sequence; there is no significant movement within the group ... | ||
This series of five frames captures a close-up, continuous shot of a person interacting with an open photo album against a softly blurred background. In every frame, a left hand with light purple nail polish holds the edges of the book, which has lavender-colored pages adorned with several black-and-white photographs. ... | ||
This aerial drone shot captures a dynamic scene at an active sand quarry. The perspective is consistently from directly above, revealing two heavy-duty yellow excavators working on a vast expanse of bare earth marked with deep tire tracks. In the upper right quadrant, one large excavator arm is actively digging into th... | ||
This series of five close-up shots captures the meticulous process of decorating heart-shaped cookies on a parchment-lined baking sheet. The scene begins with four distinct cookies already arranged on the surface; one stack consists of two stacked hearts, while three others rest individually below it. A hand enters the... | ||
This five-frame sequence captures a close-up demonstration of a coin being turned over by a pair of hands against a plain, light-colored background. In the initial frames, two hands hold a silver-colored coin, displaying its obverse side which features the numeral '5', the word 'ПІДПРИЄМ' (meaning 'enterprise'), and de... | ||
This series of five images captures a continuous agricultural scene from dusk until dawn, revealing the progression of sunrise over a working farm. The initial frames establish a tranquil atmosphere with soft backlighting that creates a hazy, golden glow, filtering light through trees in the background and causing lens... | ||
This series of five images captures the process of assembling a cheeseburger in a bright, well-lit kitchen setting. The scene features two freshly prepared burgers; one on the left is complete with lettuce, a patty, melted cheese, and another layer of burger meat. The central focus is a burger being assembled on a wood... | ||
This video clip provides a close-up, step-by-step view of a person using a power drill to make an initial hole in a piece of material. The setting appears to be a workshop or DIY project area, featuring a white surface with a brown wooden base below. In every frame, a hand holds the white surface steady while another h... | ||
This video captures a chef plating a gourmet dish with precision. The setting appears to be a professional kitchen, featuring stainless steel bowls containing sauces and a pot of creamy sauce on an induction cooktop. A chef, identifiable by their white shirt and black apron, works methodically at a counter piled high w... | ||
This series of five aerial drone shots presents a continuous view of a lush, verdant tropical landscape with a prominent waterfall as its focal point. The scene is dominated by dense, vibrant green foliage covering rolling hillsides, suggesting a humid and teeming environment like a rainforest or jungle. In the center-... | ||
This video clip presents a close-up, top-down view of a white calendar with a grid layout. The primary focus is on the date '14', where a red marker has been used to draw a heart shape and write text within it. A black marker with its red cap resting beside it lies diagonally across the frame. The sequence progresses t... | ||
This series of five frames captures a static interior scene within a large warehouse or barn, focusing on a substantial stack of hay bales. The setting features a high ceiling with exposed metal beams and corrugated walls, illuminated by artificial lighting that casts soft shadows across the concrete floor. A white dou... | ||
This series of five frames captures the process of assembling a strawberry tartlet dish. The setting features a white rectangular baking dish filled with a light-colored base layer, upon which rows of glossy, glazed sausages have been carefully arranged. Freshly sliced strawberries add vibrant red accents to the compos... | ||
This video clip features two medical professionals, likely nurses or laboratory technicians, engaged in a process of preparing blood samples for testing within a sterile clinical setting. Both individuals are dressed in professional attire, including surgical scrubs, hairnets, and blue latex gloves, indicating adherenc... | ||
This series of five images captures a close-up, static shot of a festive Christmas tree skirt adorned with an array of colorful decorations and two burning red candles, likely set against the backdrop of a green pine branch at the top. The composition remains consistent throughout the sequence, focusing on the interpla... | ||
This series of five frames captures a close-up, low-angle shot of a man in formal business attire interacting with a tablet device. The man is wearing a dark suit jacket over a crisp white collared shirt and a dark tie. In the background, a light-colored, textured surface, likely a sofa or armchair, provides a neutral ... | ||
This video clip presents a close-up study of hazelnuts on a weathered white wooden surface. The sequence begins with Frame 1, where a dense cluster of whole, unpeeled hazelnuts dominates the left side of the frame, while their empty, brown shells lie scattered to the right. As the camera slowly pans from left to right ... | ||
This video captures the dynamic process of making rolled ice cream, likely at a street stall. The scene is centered around a wide, flat metal sheet where a large piece of pale, creamy base—possibly coconut or vanilla—is being worked on. In the foreground, a cook's hands skillfully use two large metal scrapers to chop, ... | ||
This series of five aerial drone shots depicts an expansive solar farm situated within a vast body of water under an overcast sky. The camera begins at a wide distance, establishing the scale of the facility which consists of two parallel rows of photovoltaic panels supported by numerous wooden posts rising from the mu... | ||
This series of five frames captures a Peahen walking along a paved path in an outdoor setting. The bird, characterized by its iridescent green body, dark wings with blue sheen, and distinctive black crest atop its head, moves steadily forward. In the initial frames, it walks from left to right, using both legs for bala... | ||
This series of five frames captures a serene, continuous shot of lush green rice paddies under an overcast sky. The scene is dominated by vibrant, segmented fields of water-lily crops that stretch from the immediate foreground to a distant line of vegetation. In the background, a traditional Balinese-style house with a... | ||
This sequence of five frames captures a close-up, first-person perspective of an individual preparing to cast a fishing rod into water. The setting appears to be outdoors by a body of water with a dark, blurred background suggestive of a riverbank or forest edge under natural daylight.
- **Frame 1** establishes the sc... | ||
This five-frame sequence documents a simple indoor scene that introduces an element of digital interaction. The setting is a dimly lit room with light gray walls, featuring modern black metal shelving units. One shelf holds various items like jars and bread, while another displays potted plants and a white kettle. A pr... | ||
This five-frame sequence depicts the animation of the word "Design" against a dynamic blue background. In the initial frame, the title appears as fragmented white pixels, creating a digital glitch effect. As time progresses through the subsequent four frames, the text smoothly coalesces into a solid, clean white font. ... | ||
The video captures a static, cozy indoor scene featuring a black-and-white Border Collie dog lying down on a light-colored couch next to its green spiky ball toy. The setting consists of a plain beige sofa with a matching pillow in the background. Throughout the five-second sequence, the dog remains largely stationary,... | ||
This video clip documents an automated manufacturing process for assembling white, rectangular trays with integrated wells. The sequence begins with a close-up of a pristine, empty tray resting on a metal surface; in the background, yellow bins and industrial machinery suggest a factory setting. A robotic arm, visible ... | ||
This top-down sequence captures the process of grilling five slices of bread on a black cast-iron skillet placed directly over the open metal grates of an outdoor barbecue grill. In the initial frames, all five slices are arranged neatly on the skillet; they appear lightly seasoned with herbs and pepper before cooking ... | ||
This series of five frames captures a continuous underwater scene featuring an orange goldfish swimming through an aquarium. The setting is consistently a tank with a sandy substrate at the bottom, a blue background wall, and various decorations. In every frame, the main subject is a vibrant orange and white goldfish p... | ||
This series of five frames depicts a vibrant and lush floral arrangement that appears to be set up for an outdoor market or garden display. The composition is dense with various flowers and foliage, creating a rich tapestry of color. In the center-left, a rustic terracotta pitcher holds a generous pile of dark, ripe gr... |
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OpenVideo-Scene-Reasoning
OpenVideo-Scene-Reasoning is a video understanding dataset containing 2,894 short video clips, where each sample consists of a 10-second video, five uniformly sampled frames, and a dense scene-level response describing the complete temporal sequence.
Rather than generating captions for individual frames independently, the responses are synthesized by jointly reasoning over the sampled frames to capture temporal progression, object interactions, actions, scene transitions, and contextual information across the entire video.
The dataset is built primarily from publicly available videos, which constitute the majority of the source content, together with other publicly available datasets.
Dataset Statistics
| Property | Value |
|---|---|
| Video Samples | 2,894 |
| Video Duration | 10 seconds each |
| Sampled Frames | 5 per video |
| Total Video Duration | 28,940 seconds |
| Total Hours | ≈ 8.04 hours |
| Total Dataset Size | 6.72 GB |
| License | Apache-2.0 |
Dataset Structure
Each sample contains:
| Column | Type | Description |
|---|---|---|
video |
Video | Original 10-second video |
sliced_frames |
List[Image] | Five uniformly sampled frames extracted from the video |
frames_response |
String | Dense temporal scene description generated from the sampled frames |
Dataset by: — https://huggingface.co/prithivMLmods
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