As a novice deeply intrigued by object detection and currently studying your groundbreaking work, I would be sincerely grateful if you could kindly guide me in locating the implementations of the three innovative modules proposed in your paper:
- The ‘learnable instance features’ (M_LIF),
- The ‘instance reweighting’ (M_IR),
- The ‘domain prompter’ (M_DP).
While examining the codebase, I have attempted to trace these components but encountered challenges in identifying their precise integration points. Specifically, I would greatly appreciate clarification on:
- The initialization process of F_ins_lea within M_LIF,
- The logic governing instance reweighting in M_IR,
- The mechanism for synthesizing domain perturbations in M_DP.
Your expertise in elucidating how these modules interact with the training pipeline (e.g., loss functions L_loc, L_cls, and L_dp) would profoundly enhance my understanding.
Thank you immensely for your time and for advancing this remarkable research. Any guidance you provide will be invaluable to my learning journey.
Best regards
As a novice deeply intrigued by object detection and currently studying your groundbreaking work, I would be sincerely grateful if you could kindly guide me in locating the implementations of the three innovative modules proposed in your paper:
While examining the codebase, I have attempted to trace these components but encountered challenges in identifying their precise integration points. Specifically, I would greatly appreciate clarification on:
Your expertise in elucidating how these modules interact with the training pipeline (e.g., loss functions L_loc, L_cls, and L_dp) would profoundly enhance my understanding.
Thank you immensely for your time and for advancing this remarkable research. Any guidance you provide will be invaluable to my learning journey.
Best regards