Datasets:

bassatbassat
/

TVPReid

video_id stringlengths 10 10	video stringlengths 34 34	captions listlengths 2 2	num_captions int64 2 2	subset stringclasses 1 value	source_dataset stringclasses 1 value	split stringclasses 1 value
person3240	TVPReid-Duke/videos/person3240.mp4	[ "The woman is wearing a black coat and she is wearing black pants. She has long and black hair. She is wearing a red shoes. She is carrying a black backpack and a white cup.", "The woman is wearing a black coat and black trousers. She wears a pair of red shoes. She has long black hair. She is carrying a black bac...	2	duke	DukeMTMC-VideoReID	train
person0294	TVPReid-Duke/videos/person0294.mp4	[ "The man is wearing a black coat and he is wearing blue jeans. He has short and black hair. He is wearing a black glasses. He is wearing a brown shoes. He is walking and carrying a black and yellow backpack.", "The man is wearing a black coat and he is wearing blue jeans. He has short and black hair and he is wea...	2	duke	DukeMTMC-VideoReID	train
person1303	TVPReid-Duke/videos/person1303.mp4	[ "The woman is wearing a white jacket and she is wearing black pants. She has long and brown hair. She is carrying a brown handbag in her hand.", "The woman is wearing a white jacket, black pants and white shoes. She has long and brown hair. She is walking with a brown handbag in her hand." ]	2	duke	DukeMTMC-VideoReID	train
person0352	TVPReid-Duke/videos/person0352.mp4	[ "The woman is wearing a black coat and she is wearing black pants. She has long and black hair. She is wearing a grey shoes. She is walking and carrying a grey shoulder bag.", "The woman is wearing a black coat and black pants. She has long, black hair and is wearing grey shoes. She is walking with a grey shoulde...	2	duke	DukeMTMC-VideoReID	train
person2470	TVPReid-Duke/videos/person2470.mp4	[ "The man is wearing a black jacket and he is wearing black pants. He has long and black hair. He is walking.", "The man is wearing a black jacket and black trousers. He is carrying a backpack and walking on the road with a backpack on his back." ]	2	duke	DukeMTMC-VideoReID	train
person3610	TVPReid-Duke/videos/person3610.mp4	[ "The man is donning a red sweater, blue jeans, and grey shoes. He has short brown hair and is walking. Additionally, he wears a pair of black glasses and is carrying a blue backpack.", "The man is wearing a red sweater, blue jeans, and grey shoes. He has short brown hair. He's walking. He wears a pair of black gl...	2	duke	DukeMTMC-VideoReID	train
person4732	TVPReid-Duke/videos/person4732.mp4	[ "The man is wearing a black coat and brown jeans. He is wearing a pair of glasses. He is walking with a backpack on his back.", "Wearing a pair of glasses, the man is dressed in a black coat and brown jeans, and is carrying a backpack on his back while walking." ]	2	duke	DukeMTMC-VideoReID	train
person1201	TVPReid-Duke/videos/person1201.mp4	[ "The woman is wearing a brown jacket and she is wearing red pants. Her boots are brown. She has long and brown hair. She has hair tied. She is carrying a phone in her hand and a green backpack on her back. She is walking on the road.", "The woman is wearing a brown jacket and red pants. She wears brown boots. Her...	2	duke	DukeMTMC-VideoReID	train
person2901	TVPReid-Duke/videos/person2901.mp4	[ "The woman is wearing a blue jacket and she is wearing black pants. She has long and black hair. She is wearing a brown shoes.", "The woman is dressed in a blue jacket and black pants, and has long black hair. She is also wearing brown shoes." ]	2	duke	DukeMTMC-VideoReID	train
person3019	TVPReid-Duke/videos/person3019.mp4	[ "The man is wearing a green coat and grey trousers. He is wearing a grey hat. He is walking on the road with a water bottle in his hand.", "The man is dressed in a green coat and grey trousers, and is walking on the road while holding a water bottle in his hand. He is also wearing a grey hat." ]	2	duke	DukeMTMC-VideoReID	train
person1973	TVPReid-Duke/videos/person1973.mp4	[ "The woman is wearing a purple overcoat and she is wearing a pair of grey trousers and there is a yellow bag on her shoulder.", "The woman is wearing a purple overcoat, grey trousers and black shoes. She has long and brown hair. She was walking with a yellow bag on her shoulder." ]	2	duke	DukeMTMC-VideoReID	train
person0402	TVPReid-Duke/videos/person0402.mp4	[ "The woman is wearing a dark brown hoodie and she is wearing blue jeans. She is carrying a black tote bag on her shoulder. She is wearing brown boots. She is walking fast with her hand in her hoodie pocket.", "The woman is wearing a dark brown hoodie, blue jeans and brown boots. She is walking fast on the road wi...	2	duke	DukeMTMC-VideoReID	train
person4762	TVPReid-Duke/videos/person4762.mp4	[ "The man is wearing a green coat, black trousers, and white shoes. He has short black hair. He was walking with a purple backpack on his back.", "The man is sporting a green coat, black trousers, and white shoes, along with short black hair. He was walking with a purple backpack securely fastened to his back." ]	2	duke	DukeMTMC-VideoReID	train
person3591	TVPReid-Duke/videos/person3591.mp4	[ "The man is wearing a white hoodie and he is wearing black pants. He is wearing a white hat. He is wearing a grey shoes. He is carrying a black backpack.", "The man is wearing a white hoodie and he is wearing black pants. He is wearing a white hat. He is wearing a grey shoes. He is walking with a black backpack o...	2	duke	DukeMTMC-VideoReID	train
person3072	TVPReid-Duke/videos/person3072.mp4	[ "The man is wearing a black and blue striped jumper, grey trousers and grey shoes. He has short and golden hair. He was walking with a black backpack on his back.", "The man is wearing a black and blue striped jumper, paired with grey trousers and grey shoes. He has short golden hair and is carrying a black backp...	2	duke	DukeMTMC-VideoReID	train
person0395	TVPReid-Duke/videos/person0395.mp4	[ "The woman is wearing a green coat and dark blue trousers. She has long and black hair. She is wearing a brown boots. She is carrying a black backpack. She is walking on the road and carrying a white water cup.", "The woman is wearing a green coat and she is wearing dark blue trousers. She has long and black hair...	2	duke	DukeMTMC-VideoReID	train
person0419	TVPReid-Duke/videos/person0419.mp4	[ "The man with short brown hair is wearing a grey hoodie and he is wearing black trousers. He is wearing white shoes. He is walking with a black grey backpack on his back. His right hand is in his trousers pockets.", "The man is wearing a grey hoodie, black trousers and white shoes. He has short and brown hair. He...	2	duke	DukeMTMC-VideoReID	train
person2106	TVPReid-Duke/videos/person2106.mp4	[ "The woman is wearing a green jacket and she is wearing blue pants. She has long and red hair. She is wearing a white shoes.", "The woman is dressed in a green jacket and blue pants, with long red hair and white shoes." ]	2	duke	DukeMTMC-VideoReID	train
person0009	TVPReid-Duke/videos/person0009.mp4	[ "The woman is dressed in a grey coat and black pants, with long black hair. She is also wearing white shoes. She is walking and carrying a black backpack.", "The woman is wearing a grey coat and she is wearing black pants. She has long and black hair. She is wearing a white shoes. She is walking with a black back...	2	duke	DukeMTMC-VideoReID	train
person3464	TVPReid-Duke/videos/person3464.mp4	[ "The man is wearing a blue jacket and grey shorts. He has short and black hair. He is wearing a white shoes. He is carrying a black backpack. He is walking on the road. He is carrying a white bag.", "The man is wearing a blue jacket and he is wearing grey shorts. He has short and black hair. He is wearing a white...	2	duke	DukeMTMC-VideoReID	train
person4177	TVPReid-Duke/videos/person4177.mp4	[ "The man is wearing a black blouse and a blue jeans. He has short and black hair. He is wearing a pair of brown shoes. He is carrying a black backpack.", "The man is donning a black shirt and blue jeans, with short, black hair, and brown shoes. Additionally, he's carrying a black backpack." ]	2	duke	DukeMTMC-VideoReID	train
person0439	TVPReid-Duke/videos/person0439.mp4	[ "The woman with glasses is wearing a black coat, black trousers and grey boots. She has long and black hair. She is walking with a black and white backpack on her back. She is holding a cell phone on her left hand.", "The woman with long black hair is wearing a black coat and she is catching a black and white bac...	2	duke	DukeMTMC-VideoReID	train
person2635	TVPReid-Duke/videos/person2635.mp4	[ "The woman is wearing a green jacket and she is wearing blue pants. She has long and black hair. She is wearing a brown shoes.", "The woman is dressed in a green jacket and blue pants, and has long black hair. She is also wearing brown shoes." ]	2	duke	DukeMTMC-VideoReID	train
person3364	TVPReid-Duke/videos/person3364.mp4	[ "The woman is wearing a black overcoat, blue jeans and black boots. She is wearing black glasses. She is walking with a black backpack on her back. She is carrying a black umbrella.", "The woman is wearing a black overcoat, grey trousers and black boots.She is wearing black glasses.She is walking with a black bac...	2	duke	DukeMTMC-VideoReID	train
person1655	TVPReid-Duke/videos/person1655.mp4	[ "The man is wearing a black down-filled coat and he is wearing blue trousers. He has short and black hair. He is wearing a black shoes. He is wearing a blue scarf. He is walking on the road with his hands in the pockets and talking with another man in black beside him.", "The man with short black hair is wearing ...	2	duke	DukeMTMC-VideoReID	train
person2913	TVPReid-Duke/videos/person2913.mp4	[ "The man is wearing a black jacket and he is wearing grey pants. He has short and black hair. He is wearing a grey shoes. He is wearing a earphone.", "The man is dressed in a black jacket and grey pants, and has short black hair. He is also wearing grey shoes and earphones." ]	2	duke	DukeMTMC-VideoReID	train
person3004	TVPReid-Duke/videos/person3004.mp4	[ "The man is wearing a black jacket and he is wearing blue pants. He has short and brown hair. He is carrying a red backpack. He is wearing a glasses. He is wearing a grey shoes.", "The man is wearing a black jacket and blue pants, with short brown hair and glasses, and is carrying a red backpack. He is also weari...	2	duke	DukeMTMC-VideoReID	train
person4809	TVPReid-Duke/videos/person4809.mp4	[ "The woman is wearing a black jacket and a black pants. She has long and grey hair. She is wearing a black shoes.", "The woman is wearing a black jacket and black pants, and she has long, grey hair. Additionally, she is wearing black shoes." ]	2	duke	DukeMTMC-VideoReID	train
person0120	TVPReid-Duke/videos/person0120.mp4	[ "The woman is wearing a black coat, light grey trousers and black shoes. She has long and brown hair. She is walking with a grey shoulder bag on her shoulder.", "The woman is wearing a black coat and light grey trousers. She is wearing a pair of black shoes. She is walking on the road with a grey shoulder bag on ...	2	duke	DukeMTMC-VideoReID	train
person4449	TVPReid-Duke/videos/person4449.mp4	[ "The man is wearing a blue jacket and he is wearing black pants. He has short and black hair. He is wearing a grey shoes.", "The man is dressed in a blue jacket and black pants, with short black hair. He has on grey shoes to complete his outfit." ]	2	duke	DukeMTMC-VideoReID	train
person2022	TVPReid-Duke/videos/person2022.mp4	[ "The woman is wearing a black coat, blue jeans and black shoes. She has long black hair. She is walking with a pink backpack on her back.", "The woman is dressed in a black coat, blue jeans, and black shoes, with long black hair. She is walking with a pink backpack on her back." ]	2	duke	DukeMTMC-VideoReID	train
person3641	TVPReid-Duke/videos/person3641.mp4	[ "The woman is wearing a brown jacket, black trousers and black boots. She has long and black hair. She is carrying a red hand bag. She is taking a grey umbrella.", "The woman is wearing a brown jacket and she is wearing black trousers. She has long and black hair. She is wearing a black boots. She is carrying a r...	2	duke	DukeMTMC-VideoReID	train
person1601	TVPReid-Duke/videos/person1601.mp4	[ "The woman is wearing a black jacket and black pants. She has long, brown hair. She is walking with a black backpack.", "The woman is wearing a black jacket and she is wearing black pants. She has long and brown hair. She is carrying a black backpack." ]	2	duke	DukeMTMC-VideoReID	train
person1467	TVPReid-Duke/videos/person1467.mp4	[ "The woman is wearing a blue jacket and she is wearing black pants. She has long and black hair. She is wearing grey boots.", "The woman is wearing a blue jacket, black pants and grey boots. She has long and black hair. She is carrying a black backpack." ]	2	duke	DukeMTMC-VideoReID	train
person2138	TVPReid-Duke/videos/person2138.mp4	[ "The man is wearing a grey jacket and he is wearing brown pants. He has short and black hair. He is wearing a brown shoes.", "The man is dressed in a grey jacket and brown pants, with short black hair and brown shoes." ]	2	duke	DukeMTMC-VideoReID	train
person4546	TVPReid-Duke/videos/person4546.mp4	[ "The woman is wearing a black jacket and she is wearing black pants. She has long and black hair. She is wearing a black boots.", "The woman is dressed in a black jacket and black pants, with long black hair. She is also wearing black boots." ]	2	duke	DukeMTMC-VideoReID	train
person1840	TVPReid-Duke/videos/person1840.mp4	[ "The woman is wearing a black top, dark blue jeans and crimson leather boots. She has long blonde hair. She is carrying a black backpack. She is walking side by side with a woman.", "The woman with long blonde hair is wearing a black top. Her jeans are dark blue and leather boots are crimson. She is carrying a bl...	2	duke	DukeMTMC-VideoReID	train
person4748	TVPReid-Duke/videos/person4748.mp4	[ "The man is wearing a black jacket and he is wearing black pants. He has short and black hair. He is wearing a black shoes.", "The man is dressed in a black jacket and black pants, with short black hair and black shoes on." ]	2	duke	DukeMTMC-VideoReID	train
person2565	TVPReid-Duke/videos/person2565.mp4	[ "The man is wearing a blue jacket and a pair of glasses. His trousers are blue and shoes are brown. He is walking on the road.", "The man is walking on the road while wearing a blue jacket and glasses. He has paired his jacket with blue trousers and brown shoes." ]	2	duke	DukeMTMC-VideoReID	train
person2854	TVPReid-Duke/videos/person2854.mp4	[ "The woman is wearing a blue coat, grey trousers and pink shoes. She is carrying a black bag.", "The woman is dressed in a blue coat, paired with grey trousers and pink shoes. Additionally, she is seen carrying a black bag." ]	2	duke	DukeMTMC-VideoReID	train
person1552	TVPReid-Duke/videos/person1552.mp4	[ "The man is wearing a grey jacket and she is wearing blue pants. He has short and black hair. He is wearing black shoes.", "The man is wearing a grey jacket, blue pants and black shoes. He has short and black hair. He is carrying a blue backpack." ]	2	duke	DukeMTMC-VideoReID	train
person0045	TVPReid-Duke/videos/person0045.mp4	[ "The woman, dressed in a black coat, black trousers, and black shoes, is walking while holding a black umbrella. Additionally, she is carrying a dark blue shoulder bag.", "The woman is wearing a black coat, black trousers and black shoes. She is holding a black umbrella. She is walking with a dark blue shoulder b...	2	duke	DukeMTMC-VideoReID	train
person0118	TVPReid-Duke/videos/person0118.mp4	[ "The woman is wearing a black coat and light grey trousers. She has shoulder length and brown hair. She is walking on the road with a grey shoulder bag on her shoulder.", "The woman is wearing a black coat, light grey trousers and black shoes. She has shoulder length and brown hair. She is walking and carrying a ...	2	duke	DukeMTMC-VideoReID	train
person0572	TVPReid-Duke/videos/person0572.mp4	[ "The man with black sunglasses is wearing a black and grey jacket, blue jeans and red shoes. He has short and black hair. He is walking with a black backpack on his back. His hands are in his jacket pockets.", "The man with short black hair is wearing a black and grey jacket and he is wearing blue jeans. He is we...	2	duke	DukeMTMC-VideoReID	train
person0248	TVPReid-Duke/videos/person0248.mp4	[ "The man is wearing a black overcoat, grey trousers and grey shoes. He was walking with a white umbrella in his hand.", "The man is wearing a black overcoat. His trousers are grey. He is wearing a pair of grey shoes. He is walking and carrying a white umbrella." ]	2	duke	DukeMTMC-VideoReID	train
person4402	TVPReid-Duke/videos/person4402.mp4	[ "The man is wearing a black jacket and he is wearing grey trousers. He has short and black hair. He is wearing white shoes. He is carrying a black backpack. His hands in his pockets.", "The man has short, black hair and is dressed in a black jacket and grey trousers. He is also wearing white shoes and carrying a ...	2	duke	DukeMTMC-VideoReID	train
person1861	TVPReid-Duke/videos/person1861.mp4	[ "The man is wearing a navy blue coat, khaki trousers and blue shoes. He is carrying a black backpack. His hair is short black. He is walking with his hands in his pockets.", "The man with short black hair is wearing a navy blue coat. His trousers are khaki and shoes are blue. He is carrying a black backpack and w...	2	duke	DukeMTMC-VideoReID	train
person2203	TVPReid-Duke/videos/person2203.mp4	[ "The man is wearing a black jacket and he is wearing grey pants. He has short and black hair. He is wearing a black shoes.", "The man is dressed in a black jacket and grey pants, and has short black hair. Additionally, he is wearing black shoes." ]	2	duke	DukeMTMC-VideoReID	train
person4472	TVPReid-Duke/videos/person4472.mp4	[ "The woman is wearing a black jacket and she is wearing blue pants. She has long and black hair. She is wearing a purple boots.", "The woman, with long black hair, is dressed in a black jacket and blue pants, paired with purple boots." ]	2	duke	DukeMTMC-VideoReID	train
person1197	TVPReid-Duke/videos/person1197.mp4	[ "The man is wearing a black jacket and he is wearing blue jeans. He has short and brown hair. He is wearing brown shoes. He is carrying a phone in his one hand and a bottle in his other hand. He is walking on the road with a black backpack on his back and he is looking at his phone.", "The man is wearing a black ...	2	duke	DukeMTMC-VideoReID	train
person2548	TVPReid-Duke/videos/person2548.mp4	[ "The woman is wearing a black jacket and she is wearing black pants. She has long and black hair. She is wearing a green shoes.", "The woman is dressed in a black jacket and matching pants, and her long hair is also black. Additionally, she is wearing green shoes." ]	2	duke	DukeMTMC-VideoReID	train
person4088	TVPReid-Duke/videos/person4088.mp4	[ "The man is wearing a black jacket and he is wearing blue jeans. He has short and black hair. He is wearing a black shoes. He is walking with his hands in his pockets.", "The man is wearing a black jacket with blue jeans and has short black hair. He is also wearing black shoes and walking with his hands in his po...	2	duke	DukeMTMC-VideoReID	train
person2995	TVPReid-Duke/videos/person2995.mp4	[ "The woman is wearing a red jacket. Her trousers are black.She is wearing a pair of grey shoes. She has long and black hair. She is walking on the road with a purple backpack.", "The woman is wearing a red jacket and a black pants. She has long and black hair. She is wearing a grey shoes.She is wearing a purple b...	2	duke	DukeMTMC-VideoReID	train
person1743	TVPReid-Duke/videos/person1743.mp4	[ "The man with glasses is wearing a blue jacket, a pair of brown trousers and dark brown leather shoes. He has short and black hair. He is walking with a black backpack and his hands in the pockets.", "The man with short black hair wears a blue jacket, a pair of brown trousers and dark brown leather shoes. He is w...	2	duke	DukeMTMC-VideoReID	train
person1195	TVPReid-Duke/videos/person1195.mp4	[ "The man is wearing a green jacket and he is wearing blue pants. He has short and brown hair. His shoes are brown. He is carrying a bottle in his hand. He is walking on the road with a black backpack on his back and a phone in his one hand. He is calling.", "The man is wearing a green jacket and blue pants. His h...	2	duke	DukeMTMC-VideoReID	train
person2665	TVPReid-Duke/videos/person2665.mp4	[ "The woman is wearing a black coat and lue trousers. She is walking on the road with a purple backpack on her back.", "The woman is wearing a black jacket and she is wearing blue pants. She has long and black hair. She is wearing a gray shoes." ]	2	duke	DukeMTMC-VideoReID	train
person0147	TVPReid-Duke/videos/person0147.mp4	[ "The man is wearing a brown jacket and he is wearing black pants. He has short and black hair. He is wearing a light grey shoes. He is walking and carrying a grey backpack.", "The man is dressed in a brown jacket and black pants. He has short, black hair and is wearing light grey shoes. He is walking with his han...	2	duke	DukeMTMC-VideoReID	train
person2720	TVPReid-Duke/videos/person2720.mp4	[ "The man is wearing a black coat and white jeans. He is walking on the road.", "The man is wearing a black coat. His trousers are blue. He is walking." ]	2	duke	DukeMTMC-VideoReID	train
person0684	TVPReid-Duke/videos/person0684.mp4	[ "The woman with a black hat is wearing a long grey overcoat and she is catching a red backpack and she is wearing a pair of blue jeans. She is wearing grey shoes. She is a pair of white scarf. She is holding a drink in her left hand. She is walking.", "The woman is wearing a grey overcoat, blue trousers and grey ...	2	duke	DukeMTMC-VideoReID	train
person3518	TVPReid-Duke/videos/person3518.mp4	[ "The woman is wearing a pink jacket and a pair of blue jeans. She has long and black hair. She is wearing a black shoes. She is walking. She is carrying a blue and grey backpack. Her hands in her pockets.", "The woman is wearing a pink jacket and she is wearing blue jeans. She has long and black hair. She is wear...	2	duke	DukeMTMC-VideoReID	train
person1382	TVPReid-Duke/videos/person1382.mp4	[ "The woman is wearing a blue coat. Her trousers are black. She is wearing a pair of black shoes. She is carrying a red backpack. She is walking.", "The woman is wearing a blue jacket and she is wearing black pants. She has long and brown hair. She is wearing black shoes." ]	2	duke	DukeMTMC-VideoReID	train
person0163	TVPReid-Duke/videos/person0163.mp4	[ "The man is wearing a black jacket and he is wearing blue jeans. He has short and black hair. He is wearing a grey shoes. He is walking and carrying a red backpack with his hands in his pockets.", "The man is dressed in a black jacket and blue jeans. He has short, black hair and is wearing grey shoes. He is walki...	2	duke	DukeMTMC-VideoReID	train
person1199	TVPReid-Duke/videos/person1199.mp4	[ "The woman is wearing a brown jacket, a pair of black pants and a pair of brown boots. She is carrying a green shoulder bag on her shoulder and a phone in her hand. She wears the brown hat of her jacket. She has long and brown hair. She is walking on the road with her one hand in her pocket and she is calling.", ...	2	duke	DukeMTMC-VideoReID	train
person2101	TVPReid-Duke/videos/person2101.mp4	[ "The man is wearing a black jacket and he is wearing blue pants. He has short and black hair. He is wearing a grey shoes.", "The man is wearing a black jacket, blue trousers and grey shoes. He is wearing glasses. He was walking in the street with a black backpack on his back." ]	2	duke	DukeMTMC-VideoReID	train
person4729	TVPReid-Duke/videos/person4729.mp4	[ "The man is wearing a red jacket and a pair of glasses. His trousers are black. He is walking on the road.", "The man is dressed in a red jacket and wearing glasses, with black trousers on, and he is walking on the road." ]	2	duke	DukeMTMC-VideoReID	train
person3213	TVPReid-Duke/videos/person3213.mp4	[ "The woman is wearing a black jacket and she is wearing black jeans. She has long and brown hair. She is wearing a black boots. She is carrying a black backpack.", "The woman, with long brown hair, is dressed in a black jacket and black jeans, and is wearing black boots. She is also carrying a black backpack." ]	2	duke	DukeMTMC-VideoReID	train
person2900	TVPReid-Duke/videos/person2900.mp4	[ "The man is wearing a blue jacket and a pair of blue pants. He has short and black hair. He is walking. He is carrying a black backpack on his back.", "The man is wearing a blue jacket and he is wearing blue pants. He has short and black hair. He is walking. He is carrying a black backpack on his back." ]	2	duke	DukeMTMC-VideoReID	train
person3029	TVPReid-Duke/videos/person3029.mp4	[ "The woman is wearing a black jacket and she is wearing black pants. She has long and brown hair. She is walking with a white bag and a green handbag.", "The woman is wearing a black jacket and she is wearing black pants. She has long and brown hair. She is wearing a black shoes. She is carrying a white bag and a...	2	duke	DukeMTMC-VideoReID	train
person1287	TVPReid-Duke/videos/person1287.mp4	[ "The man is wearing a black jacket and he is wearing blue pants. He has short and black hair. He is wearing black shoes.", "The man is wearing a black jacket, blue pants and black shoes. He has short and black hair. He is carrying a black backpack on his back." ]	2	duke	DukeMTMC-VideoReID	train
person2107	TVPReid-Duke/videos/person2107.mp4	[ "The woman is dressed in a green jacket and blue pants. She has long, red hair and is currently walking.", "The woman is wearing a green jacket and she is wearing blue pants. She has long and red hair. She is wearing a white shoes." ]	2	duke	DukeMTMC-VideoReID	train
person4218	TVPReid-Duke/videos/person4218.mp4	[ "The woman is wearing a blue and black down jacket and she is wearing grey sweatpants. She has short and black hair. She is wearing a blue shoes. She is carrying a black backpack. She is holding a white umbrella.", "The woman is dressed in a blue and black down jacket and grey sweatpants. Her hair is short and bl...	2	duke	DukeMTMC-VideoReID	train
person4688	TVPReid-Duke/videos/person4688.mp4	[ "The woman is wearing a purple jacket and she is wearing blue jeans. She has long and black hair. She is wearing a grey shoes.", "The woman is clad in a purple jacket and blue jeans, her long black hair adding to her distinctive appearance. Furthermore, she completes her outfit with a pair of grey shoes." ]	2	duke	DukeMTMC-VideoReID	train
person0909	TVPReid-Duke/videos/person0909.mp4	[ "The woman is wearing a black jacket and she is wearing blue jeans. She has long and black hair. She is wearing a pair of brown shoes. She is walking on the road with a grey shoulder bag on her shoulder and a brown bag in her hand.", "The woman is wearing a black jacket and she is wearing blue jeans. She has long...	2	duke	DukeMTMC-VideoReID	train
person4714	TVPReid-Duke/videos/person4714.mp4	[ "The woman is wearing a grey jacket and she is wearing black pants. She has long and black hair. She is wearing a grey shoes.", "Adorned in a grey jacket and black pants, the woman's long, black hair cascades down her back as she walks in grey shoes." ]	2	duke	DukeMTMC-VideoReID	train
person2992	TVPReid-Duke/videos/person2992.mp4	[ "The man is wearing a green jacket and he is wearing black pants. He is wearing a black hat. He is wearing a black shoes. He is carrying a black backpack.", "The man is dressed in a green jacket and black pants, with a black hat and black shoes, and is carrying a black backpack." ]	2	duke	DukeMTMC-VideoReID	train
person4097	TVPReid-Duke/videos/person4097.mp4	[ "The woman is wearing a white coat and she is wearing black trousers. She has long and black hair. She is wearing a black boots. She is carrying a brown shoulder bag and a black book.", "The woman is wearing a white coat, a pair of black trousers and a pair of black boots. She has long and black hair. She is carr...	2	duke	DukeMTMC-VideoReID	train
person4309	TVPReid-Duke/videos/person4309.mp4	[ "The woman is wearing a black jacket and she is wearing blue jeans. She has long and brown hair. She is wearing a pair of grey gloves. She is wearing a black boots. She is carrying a white book.", "The woman, with long brown hair, is wearing a black jacket and blue jeans. She is also wearing a pair of grey gloves...	2	duke	DukeMTMC-VideoReID	train
person3429	TVPReid-Duke/videos/person3429.mp4	[ "The woman is wearing a black jacket and she is wearing black pants. She has long and black hair. She is wearing a white shoes. She is carrying a black backpack on her back and a blue cloth on her arm.", "The woman has long black hair and is wearing a black jacket and black pants. Her feet are adorned with white ...	2	duke	DukeMTMC-VideoReID	train
person1018	TVPReid-Duke/videos/person1018.mp4	[ "The woman is wearing a black and white striped shirt and she is wearing orange pants. She has long and brown hair. She has hair tied. She is walking on the road.", "The woman is wearing a black and white striped shirt and she is wearing orange pants. She has long brown hair and has hair tied. She is walking." ]	2	duke	DukeMTMC-VideoReID	train
person3086	TVPReid-Duke/videos/person3086.mp4	[ "The woman is wearing a dark blue jacket and she is wearing blue pants. She has long and brown hair. She is wearing a white and blue shoes. She is carrying a blue backpack. Her hands are putting in her pocket.", "The woman is dressed in a dark blue jacket and blue pants, and has long brown hair. She is wearing wh...	2	duke	DukeMTMC-VideoReID	train
person2717	TVPReid-Duke/videos/person2717.mp4	[ "The man is wearing a black jacket. His trousers are blue and shoes are brown. She is walking on the road", "The man is wearing a black jacket and he is wearing blue pants. He has short and black hair. He is wearing a brown shoes." ]	2	duke	DukeMTMC-VideoReID	train
person2724	TVPReid-Duke/videos/person2724.mp4	[ "The man is wearing a black coat and white trousers. He is carrying a orange backpack. He is walking on the road.", "The man is wearing a black coat and white trousers, and carrying an orange backpack as he walks along the road." ]	2	duke	DukeMTMC-VideoReID	train
person0450	TVPReid-Duke/videos/person0450.mp4	[ "The woman with long brown hair is wearing a black coat, blue jeans and a pair of claret sandals. She is walking and talking with a lady next to her.", "The woman is wearing a black coat and she is wearing blue jeans. She has long brown hair. She is wearing claret sandals. She is walking. She's talking and laughi...	2	duke	DukeMTMC-VideoReID	train
person2243	TVPReid-Duke/videos/person2243.mp4	[ "The man is wearing a black jacket and a pair of blue pants. He has short and black hair. He is walking.", "The man, sporting a black jacket and blue pants, with short black hair, strides forward." ]	2	duke	DukeMTMC-VideoReID	train
person3695	TVPReid-Duke/videos/person3695.mp4	[ "The man is wearing a red pullover, blue jeans and black shoes. He has short and black hair. He was walking with a grey backpack on his back. He is carrying a grey backpack.", "The man is wearing a red pullover and he is wearing blue jeans. He has short and black hair. He is wearing a grey shoes. He is carrying a...	2	duke	DukeMTMC-VideoReID	train
person4181	TVPReid-Duke/videos/person4181.mp4	[ "The man is wearing a blue and red blouse and he is wearing brown trousers. He has short and brown hair. He is wearing a brown shoes. He is carrying a black backpack.", "The man is wearing a blue and red blouse, brown trousers and brown shoes. He has short and brown hair. He was walking with a black backpack on h...	2	duke	DukeMTMC-VideoReID	train
person2545	TVPReid-Duke/videos/person2545.mp4	[ "The man is wearing a blue coat and black trousers. He is carrying a black backpack. He is walking on the road.", "The man is wearing a blue coat, black trousers and blue shoes. He is wearing glasses. He was walking with a black backpack on his back." ]	2	duke	DukeMTMC-VideoReID	train
person0297	TVPReid-Duke/videos/person0297.mp4	[ "The man is wearing a black jacket and he is wearing blue pants. He has short and black hair and he is wearing a blue hat. He is wearing a white shoes. He is walking and looking at his cell phone and carrying a black and white backpack.", "The man is wearing a black jacket and he is wearing blue pants. He has sho...	2	duke	DukeMTMC-VideoReID	train
person4705	TVPReid-Duke/videos/person4705.mp4	[ "The man is wearing a purple coat, grey trousers and grey shoes. He is wearing glasses. He was walking with a blue backpack on his back.", "Dressed in a purple coat, grey trousers, and grey shoes, the man accessorizes with glasses and carries a blue backpack on his back as he walks." ]	2	duke	DukeMTMC-VideoReID	train
person4660	TVPReid-Duke/videos/person4660.mp4	[ "The man is wearing a black jacket and he is wearing blue jeans. He has short and black hair. He is wearing a white shoes.", "The man's outfit consists of a black jacket, blue jeans, and white shoes, while his short black hair completes his look." ]	2	duke	DukeMTMC-VideoReID	train
person1580	TVPReid-Duke/videos/person1580.mp4	[ "The woman is wearing a black jacket and she is wearing blue pants. She has long and black hair. She is wearing black shoes.", "The woman is wearing a black jacket, black pants and black shoes. She has long and black hair. She is carrying a black bag." ]	2	duke	DukeMTMC-VideoReID	train
person0048	TVPReid-Duke/videos/person0048.mp4	[ "The man is wearing a blue pullover, black trousers and brown shoes. He is walking with a black backpack on his back.", "The man is wearing a blue pullover and he is wearing black trousers. He has short and black hair. He is wearing a brown shoes. He is walking with a black shoulder bag on his back." ]	2	duke	DukeMTMC-VideoReID	train
person1148	TVPReid-Duke/videos/person1148.mp4	[ "The man is wearing a grey coat and he is wearing blue jeans. He has short and brown hair. He wears a red undershirt. He is wearing brown shoes. He wears glasses. He is walking on the road with a brown backpack on his back.", "The man is wearing a grey coat and blue jeans. He has short and brown hair. He wears a ...	2	duke	DukeMTMC-VideoReID	train
person0222	TVPReid-Duke/videos/person0222.mp4	[ "The man is wearing a grey coat and he is wearing black pants. He has short and black hair. He is walking with a black backpack on his back.", "The man is dressed in a grey coat and black pants. He has short, black hair. He is wearing a black shoes. He is walking and carrying a black backpack." ]	2	duke	DukeMTMC-VideoReID	train
person4632	TVPReid-Duke/videos/person4632.mp4	[ "The woman is wearing a green jacket and she is wearing blue jeans. She has long and black hair. She is wearing a brown boots.", "The woman is dressed in a green jacket and blue jeans, with long black hair and brown boots." ]	2	duke	DukeMTMC-VideoReID	train
person0357	TVPReid-Duke/videos/person0357.mp4	[ "The man is wearing a black coat, grey pants, and grey shoes. He has short, brown hair. He is walking and carrying a black and orange backpack, as well as a book.", "The man is wearing a black coat and a grey pants. He has short and brown hair. He is wearing a grey shoes. He is walking with a black and orange bac...	2	duke	DukeMTMC-VideoReID	train
person3903	TVPReid-Duke/videos/person3903.mp4	[ "The woman is wearing a blue coat, black trousers and black shoes. She has long and golden hair. She is walking with her hands in her pockets.", "The woman is walking with her hands in her pockets, wearing a blue coat, black trousers, and black shoes. She has long golden hair flowing down her back." ]	2	duke	DukeMTMC-VideoReID	train
person3473	TVPReid-Duke/videos/person3473.mp4	[ "The man is wearing a black jacket and he is wearing grey trousers. He is wearing a black hood. He is wearing a white shoes. He is carrying a black backpack. He is calling and walking on the road.", "The man is wearing a black jacket and grey trousers, and has a black hood on. He's also wearing white shoes and ca...	2	duke	DukeMTMC-VideoReID	train
person4130	TVPReid-Duke/videos/person4130.mp4	[ "The woman is donning a purple jacket and black trousers. She possesses long, black hair and is sporting black boots. Furthermore, she is carrying a blue backpack, with her hands comfortably tucked into her pockets.", "The woman is wearing a purple jacket and black trousers, with long black hair and black boots. ...	2	duke	DukeMTMC-VideoReID	train
person2518	TVPReid-Duke/videos/person2518.mp4	[ "The woman is wearing a black jacket and she is wearing black pants. She has long and black hair. She is wearing a black shoes.", "The woman is wearing a black coat, a pair of black trousers and a pair of black shoes. She is carrying a black backpack and a black backpack." ]	2	duke	DukeMTMC-VideoReID	train

End of preview. Expand in Data Studio

TVPReid (unofficial Hub mirror)

This repository is a convenience mirror for research. It is not an official release by the TVPReid authors.

The uploader (bassatbassat) does not claim copyright over the videos, captions, or dataset design. All credit belongs to the original authors listed below. If you use this data, cite their papers, follow their licenses, and prefer the official distribution when possible.

If you are an original rights holder and want this mirror taken down or gated further, open a Hub discussion or contact the uploader.

What this dataset is

TVPReid is a text-to-video person retrieval benchmark: given a natural-language description, retrieve the matching pedestrian video.

It was introduced by Zhang et al. at ACM Multimedia 2024. Videos were assembled from three existing person re-identification datasets and each video was annotated with two English captions (appearance, motion, and scene).

Subset	Source video dataset	Train	Val	Test	Videos	Captions
`prid`	PRID-2011	921	71	142	1,134	2,268
`ilids`	iLIDS-VID	488	37	75	600	1,200
`duke`	DukeMTMC-VideoReID	3,920	302	603	4,825	9,650
all		5,329	410	820	6,559	13,118

Average caption length is about 30 words (longest 83), according to the official README. The Hub copy matches the updated TVPReid release (the authors note it differs from some numbers in the original paper).

Official project: NjtechCVLab/TVPReid-Dataset
Official paper: TVPR: Text-to-Video Person Retrieval and a New Benchmark (arXiv:2307.07184)

Required citations

1. TVPReid / TVPR (captions, splits, and this benchmark)

@inproceedings{zhang2024tvpr,
  title     = {TVPR: Text-to-Video Person Retrieval and a New Benchmark},
  author    = {Zhang, Xu and Ni, Fan and Dong, Guan-Nan and Zhu, Aichun
               and Wu, Jianhui and Ni, Mingcheng and Liu, Hui},
  booktitle = {Proceedings of the 32nd ACM International Conference on Multimedia},
  pages     = {10105--10113},
  year      = {2024}
}

2. Source video datasets (you must also cite the subset you use)

PRID-2011 (prid) — Hirzer et al., SCIA 2011:

@inproceedings{hirzer2011prid,
  title     = {Person Re-Identification by Descriptive and Discriminative Classification},
  author    = {Hirzer, Martin and Beleznai, Csaba and Roth, Peter M. and Bischof, Horst},
  booktitle = {Scandinavian Conference on Image Analysis (SCIA)},
  pages     = {91--102},
  year      = {2011}
}

iLIDS-VID (ilids) — Wang et al., ECCV 2014:

@inproceedings{wang2014ilidsvid,
  title     = {Person Re-Identification by Video Ranking},
  author    = {Wang, Taiqing and Gong, Shaogang and Zhu, Xiatian and Wang, Shengjin},
  booktitle = {European Conference on Computer Vision (ECCV)},
  pages     = {688--703},
  year      = {2014}
}

DukeMTMC-VideoReID (duke) — Wu et al., CVPR 2018, built on DukeMTMC (Ristani et al., ECCV 2016):

@inproceedings{wu2018dukevideoreid,
  title     = {Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning},
  author    = {Wu, Yu and Lin, Yannis and Dong, Xu and Yan, Yan and Ouyang, Wanli and Yang, Yi},
  booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  pages     = {5177--5186},
  year      = {2018}
}

@inproceedings{ristani2016dukemtmc,
  title     = {{Performance Measures and a Data Set for Multi-Target, Multi-Camera Tracking}},
  author    = {Ristani, Ergys and Solera, Francesco and Zou, Roger and Cucchiara, Rita and Tomasi, Carlo},
  booktitle = {European Conference on Computer Vision Workshop (ECCVW)},
  year      = {2016}
}

Copyright, license, and ethics

License on this Hub repo: other. There is no license granted by the uploader. Redistribution here does not replace the original terms.
TVPReid’s official GitHub states that users download third-party datasets and must check those projects’ license terms before use.
PRID-2011 and iLIDS-VID are typically released for academic research by their original institutions. Confirm terms with the original distributors before any use beyond research.
DukeMTMC was withdrawn by Duke University after privacy and consent concerns about campus surveillance footage. duke in this mirror is derived from DukeMTMC-VideoReID. Prefer prid and ilids if you can avoid Duke-derived data. Do not use any split to identify real people.
Videos show real pedestrians in surveillance settings. This is sensitive personal data. Do not use it for commercial products, law-enforcement deployment, or deanonymization.
This mirror exists so SHAWAF / other research code can load_dataset without Google Drive. It is not an assertion of ownership.

Dataset structure

TVPReid-PRID/   captions/ + videos/personXXXX.mp4
TVPReid-iLIDs/  captions/ + videos/personXXXX.mp4
TVPReid-Duke/   captions/ + videos/personXXXX.mp4
metadata/       Hub split tables (JSONL)

Each metadata row:

Field	Meaning
`video_id`	e.g. `person0001`
`video`	Relative path to the `.mp4` in this repo
`captions`	Two natural-language descriptions
`source_dataset`	PRID-2011, iLIDS-VID, or DukeMTMC-VideoReID
`subset`	`prid`, `ilids`, or `duke`
`split`	`train`, `val`, or `test`

Load on the Hub

from datasets import load_dataset

# Smallest subset (good for a pipeline smoke test)
prid = load_dataset("bassatbassat/TVPReid", "prid")

# Full benchmark
all_splits = load_dataset("bassatbassat/TVPReid", "all")

row = prid["test"][0]
print(row["video_id"], row["captions"][0])
# Decode the video file from the Hub snapshot:
# datasets.Video() can be applied after download if you need frames.

After load_dataset(..., download=True) the video column is a relative path inside the snapshot. Point your dataloader at:

from pathlib import Path
from datasets import load_dataset, DownloadMode

ds = load_dataset("bassatbassat/TVPReid", "prid", split="test")
# Hub copies files next to the JSONL in the dataset cache / repo snapshot.

Official captions and train/val/test IDs are also kept under each subset’s captions/ folder (TVPReid-*.json, train.csv, val.csv, test.csv).

Intended use

Research on text-to-video person retrieval / text-to-tracklet search
Frozen VLM baselines (X-CLIP, LanguageBind, InternVideo2-CLIP, etc.)

Not intended for: identifying individuals, operational surveillance, or commercial biometric systems.

Acknowledgement

Videos and labels come from:

Zhang, Ni, Dong, Zhu, Wu, Ni, and Liu — TVPReid / TVPR (ACM MM 2024)
Hirzer, Beleznai, Roth, and Bischof — PRID-2011 (SCIA 2011)
Wang, Gong, Zhu, and Wang — iLIDS-VID (ECCV 2014)
Wu, Lin, Dong, Yan, Ouyang, and Yang — DukeMTMC-VideoReID (CVPR 2018)
Ristani, Solera, Zou, Cucchiara, and Tomasi — DukeMTMC (ECCV 2016)

This Hub snapshot was prepared for the SHAWAF graduation project as an unofficial research mirror of the files published at NjtechCVLab/TVPReid-Dataset.

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Paper for bassatbassat/TVPReid

TVPR: Text-to-Video Person Retrieval and a New Benchmark

Paper • 2307.07184 • Published Apr 20, 2025