import json import os """ cd datasets mkdir -p mix_mot_ch/annotations cp mot/annotations/val_half.json mix_mot_ch/annotations/val_half.json cp mot/annotations/test.json mix_mot_ch/annotations/test.json cd mix_mot_ch ln -s ../mot/train mot_train ln -s ../crowdhuman/CrowdHuman_train crowdhuman_train ln -s ../crowdhuman/CrowdHuman_val crowdhuman_val cd .. """ mot_json = json.load(open('datasets/mot/annotations/train_half.json','r')) img_list = list() for img in mot_json['images']: img['file_name'] = 'mot_train/' + img['file_name'] img_list.append(img) ann_list = list() for ann in mot_json['annotations']: ann_list.append(ann) video_list = mot_json['videos'] category_list = mot_json['categories'] print('mot17') max_img = 10000 max_ann = 2000000 max_video = 10 crowdhuman_json = json.load(open('datasets/crowdhuman/annotations/train.json','r')) img_id_count = 0 for img in crowdhuman_json['images']: img_id_count += 1 img['file_name'] = 'crowdhuman_train/' + img['file_name'] img['frame_id'] = img_id_count img['prev_image_id'] = img['id'] + max_img img['next_image_id'] = img['id'] + max_img img['id'] = img['id'] + max_img img['video_id'] = max_video img_list.append(img) for ann in crowdhuman_json['annotations']: ann['id'] = ann['id'] + max_ann ann['image_id'] = ann['image_id'] + max_img ann_list.append(ann) video_list.append({ 'id': max_video, 'file_name': 'crowdhuman_train' }) print('crowdhuman_train') max_img = 30000 max_ann = 10000000 crowdhuman_val_json = json.load(open('datasets/crowdhuman/annotations/val.json','r')) img_id_count = 0 for img in crowdhuman_val_json['images']: img_id_count += 1 img['file_name'] = 'crowdhuman_val/' + img['file_name'] img['frame_id'] = img_id_count img['prev_image_id'] = img['id'] + max_img img['next_image_id'] = img['id'] + max_img img['id'] = img['id'] + max_img img['video_id'] = max_video img_list.append(img) for ann in crowdhuman_val_json['annotations']: ann['id'] = ann['id'] + max_ann ann['image_id'] = ann['image_id'] + max_img ann_list.append(ann) video_list.append({ 'id': max_video, 'file_name': 'crowdhuman_val' }) print('crowdhuman_val') mix_json = dict() mix_json['images'] = img_list mix_json['annotations'] = ann_list mix_json['videos'] = video_list mix_json['categories'] = category_list json.dump(mix_json, open('datasets/mix_mot_ch/annotations/train.json','w'))