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zE(&DFI@F@hC6|^^_bqOi6a|GH#p)}2xs;r0DUp<_3xck35oFxsz-4WNnhJ&9VXv1^ zTNhNwm)kB~&$;e%QsW&(^SEGV9tdt0$}fm4-Y=x8kzu60DRBq{yj*DPJ;s{@mLy3s zAjdNF$1y`@gAf1;qkyZp*G*MvNKMl{yOy;VOV1v5P=HB+s6YFJmWdHxkU*w z%msmsP*yBzdjTo box_threshold - logits_filt = logits_filt[filt_mask] # num_filt, 256 - boxes_filt = boxes_filt[filt_mask] # num_filt, 4 - logits_filt.shape[0] + if token_spans is None: + logits_filt = logits.cpu().clone() + boxes_filt = boxes.cpu().clone() + filt_mask = logits_filt.max(dim=1)[0] > box_threshold + logits_filt = logits_filt[filt_mask] # num_filt, 256 + boxes_filt = boxes_filt[filt_mask] # num_filt, 4 + + # get phrase + tokenlizer = model.tokenizer + tokenized = tokenlizer(caption) + # build pred + pred_phrases = [] + for logit, box in zip(logits_filt, boxes_filt): + pred_phrase = get_phrases_from_posmap(logit > text_threshold, tokenized, tokenlizer) + if with_logits: + pred_phrases.append(pred_phrase + f"({str(logit.max().item())[:4]})") + else: + pred_phrases.append(pred_phrase) + else: + # given-phrase mode + positive_maps = create_positive_map_from_span( + model.tokenizer(text_prompt), + token_span=token_spans + ).to(image.device) # n_phrase, 256 + + logits_for_phrases = positive_maps @ logits.T # n_phrase, nq + all_logits = [] + all_phrases = [] + all_boxes = [] + for (token_span, logit_phr) in zip(token_spans, logits_for_phrases): + # get phrase + phrase = ' '.join([caption[_s:_e] for (_s, _e) in token_span]) + # get mask + filt_mask = logit_phr > box_threshold + # filt box + all_boxes.append(boxes[filt_mask]) + # filt logits + all_logits.append(logit_phr[filt_mask]) + if with_logits: + logit_phr_num = logit_phr[filt_mask] + all_phrases.extend([phrase + f"({str(logit.item())[:4]})" for logit in logit_phr_num]) + else: + all_phrases.extend([phrase for _ in range(len(filt_mask))]) + boxes_filt = torch.cat(all_boxes, dim=0).cpu() + pred_phrases = all_phrases - # get phrase - tokenlizer = model.tokenizer - tokenized = tokenlizer(caption) - # build pred - pred_phrases = [] - for logit, box in zip(logits_filt, boxes_filt): - pred_phrase = get_phrases_from_posmap(logit > text_threshold, tokenized, tokenlizer) - if with_logits: - pred_phrases.append(pred_phrase + f"({str(logit.max().item())[:4]})") - else: - pred_phrases.append(pred_phrase) return boxes_filt, pred_phrases @@ -132,6 +161,12 @@ if __name__ == "__main__": parser.add_argument("--box_threshold", type=float, default=0.3, help="box threshold") parser.add_argument("--text_threshold", type=float, default=0.25, help="text threshold") + parser.add_argument("--token_spans", type=str, default=None, help= + "The positions of start and end positions of phrases of interest. \ + For example, a caption is 'a cat and a dog', \ + if you would like to detect 'cat', the token_spans should be '[[[2, 5]], ]', since 'a cat and a dog'[2:5] is 'cat'. \ + if you would like to detect 'a cat', the token_spans should be '[[[0, 1], [2, 5]], ]', since 'a cat and a dog'[0:1] is 'a', and 'a cat and a dog'[2:5] is 'cat'. \ + ") parser.add_argument("--cpu-only", action="store_true", help="running on cpu only!, default=False") args = parser.parse_args() @@ -144,6 +179,7 @@ if __name__ == "__main__": output_dir = args.output_dir box_threshold = args.box_threshold text_threshold = args.text_threshold + token_spans = args.token_spans # make dir os.makedirs(output_dir, exist_ok=True) @@ -155,9 +191,15 @@ if __name__ == "__main__": # visualize raw image image_pil.save(os.path.join(output_dir, "raw_image.jpg")) + # set the text_threshold to None if token_spans is set. + if token_spans is not None: + text_threshold = None + print("Using token_spans. Set the text_threshold to None.") + + # run model boxes_filt, pred_phrases = get_grounding_output( - model, image, text_prompt, box_threshold, text_threshold, cpu_only=args.cpu_only + model, image, text_prompt, box_threshold, text_threshold, cpu_only=args.cpu_only, token_spans=eval(token_spans) ) # visualize pred