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ardware_and_left_my_colleague_to_price_the_work2026-09-03T10:55:42.323Zhttps://applicationrobot.com/discussions/dd548b64dde6/a_machined_mounting_bracket_won_t_sit_consistently_in_the_proposed_fixture_fairino_fr52026-06-07T15:28:25.779Zhttps://applicationrobot.com/discussions/34ef744a993c/our_bracket_nest_rocks_before_clamping2025-05-23T03:24:26.943Zhttps://applicationrobot.com/discussions/6de402b816ca/which_nest_contacts_make_our_fr10_mounting_brackets_rock2026-07-20T12:45:22.686Zhttps://applicationrobot.com/discussions/49bcb19c745b/would_a_stronger_clamp_hide_a_locating_problem_fairino_fr102026-07-20T07:41:20.459Zhttps://applicationrobot.com/discussions/94703159fd54/our_bracket_nest_has_several_contacts_and_no_consistent_seat2026-08-29T09:28:45.130Zhttps://applicationrobot.com/discussions/c30cf1aa0fe2/would_a_stronger_clamp_hide_a_locating_problem_presenting_mounting_brackets_for_inspection2026-06-01T13:36:18.051Zhttps://applicationrobot.com/discussions/90f0dc0fe1b4/our_fairino_fr5_tooling_plan_is_stuck_at_the_bench_fit_stage_planning_repeatable_bracket_l2026-08-16T10:56:16.185Zhttps://applicationrobot.com/discussions/a089d4eb7159/why_give_our_ur5e_bracket_nest_more_clamp_force_before_explaining_its_contacts2026-07-07T15:46:19.411Zhttps://applicationrobot.com/discussions/fdaf505cfa28/i_can_t_approve_the_fr10_nest_while_the_brackets_sit_on_different_edges2025-12-30T16:32:26.491Zhttps://applicationrobot.com/discussions/104914b9e22b/where_should_i_start_with_inconsistent_seating_in_a_new_fixture_fairino_fr52026-09-04T19:44:42.611Zhttps://applicationrobot.com/discussions/f21d8f43d430/my_bracket_nest_has_plenty_of_contacts_and_no_consistent_seat2026-09-04T07:41:14.815Zhttps://applicationrobot.com/discussions/0cc1c8aef0a3/the_cad_fit_looks_fine_our_samples_disagree_fairino_fr5_placing_drilled_components_in_an_a2026-08-11T10:43:49.166Zhttps://applicationrobot.com/discussions/02974b378299/trim_plate_seat_hidden_behind_the_holder2026-03-22T05:43:22.485Zhttps://applicationrobot.com/discussions/641cf2b970e5/bright_streaks_move_when_we_present_the_part_differently_checking_cosmetic_metal_surfaces2026-08-22T07:45:57.031Zhttps://applicationrobot.com/discussions/9b70de1a2b6a/planning_camera_inspection_of_reflective_parts_what_should_we_establish_before_tuning_thre2026-09-04T02:13:13.063Zhttps://applicationrobot.com/discussions/5aa8098e3ca9/how_do_i_stop_the_ur5e_trim_plate_lesson_depending_on_a_careful_nudge2026-03-02T11:17:32.816Zhttps://applicationrobot.com/discussions/e8288ff75c99/i_cannot_approve_scratch_thresholds_from_faceplate_streaks_that_move_with_presentation2026-08-26T14:06:34.145Zhttps://applicationrobot.com/discussions/371ed4e3bc44/our_fr5_scratch_examples_move_when_the_faceplate_is_reseated2026-01-18T20:55:20.943Zhttps://applicationrobot.com/discussions/d30aadac16be/can_my_ur5e_bezel_review_keep_image_certainty_behind_the_physical_decisions2026-08-30T15:42:34.346Zhttps://applicationrobot.com/discussions/bc4f6a809fc2/how_do_i_label_our_ur5e_faceplate_example_when_the_stripe_moves2025-11-04T10:45:44.479Zhttps://applicationrobot.com/discussions/1b1b5f07ba18/bright_streaks_move_when_we_present_the_part_differently_checking_cosmetic_metal_surfaces2026-06-09T08:08:10.179Zhttps://applicationrobot.com/discussions/903fcfdadd2b/i_cannot_approve_fr10_scratch_thresholds_while_the_required_edge_is_missing_from_view2026-09-04T10:41:15.229Zhttps://applicationrobot.com/discussions/b4c8208822bd/our_fr5_faceplate_samples_have_labels_but_no_judgement_behind_them2025-12-27T12:21:39.766Zhttps://applicationrobot.com/discussions/345228fb9cd7/why_do_our_fr10_faceplate_examples_still_call_moving_streaks_scratches2026-06-29T14:50:06.848Zhttps://applicationrobot.com/discussions/78c9818e3769/how_should_i_teach_a_bezel_inspection_when_the_example_labels_disagree2025-11-12T14:16:13.169Zhttps://applicationrobot.com/discussions/74f2ed98633b/cover_captions_say_scratch_before_anyone_has_checked_the_cover2026-07-03T08:40:51.606Zhttps://applicationrobot.com/discussions/5bf31dfbc845/the_faceplate_scratch_in_our_fr5_images_moves_with_the_presentation2026-06-27T14:18:43.573Zhttps://applicationrobot.com/discussions/7d7a53ab868e/are_we_teaching_our_camera_to_reject_reflections_checking_cosmetic_metal_surfaces_with_a_f2026-05-30T18:47:10.316Zhttps://applicationrobot.com/discussions/e176682face5/our_example_images_keep_turning_shiny_patches_into_defects_fairino_fr102026-08-24T11:10:05.380Zhttps://applicationrobot.com/discussions/ac3a8b52759e/the_scratch_moves_when_our_faceplate_is_tilted2025-09-08T04:31:29.354Zhttps://applicationrobot.com/discussions/d4c77faae6a4/the_fr5_lighting_purchase_is_waiting_for_someone_to_inspect_the_bezel2025-09-29T07:49:36.571Zhttps://applicationrobot.com/discussions/807ae657cd2a/a_precision_metal_parts_inspection_area_our_example_images_keep_turning_shiny_patches_into2026-05-18T09:26:27.942Zhttps://applicationrobot.com/discussions/2b85e57074d6/unverified_scratch_labels_on_our_fr10_bezel_examples2026-08-17T11:53:29.251Zht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_plate_view_while_the_loader_can_t_see_the_stop2025-12-28T17:22:07.615Zhttps://applicationrobot.com/discussions/8bc7f86b2ca3/a_scratch_label_that_follows_the_lamp2025-02-03T14:27:08.306Zhttps://applicationrobot.com/discussions/877e55381c4a/why_are_our_fr5_training_cards_still_using_the_guessed_scratch_labels2025-11-29T09:33:18.988Zhttps://applicationrobot.com/discussions/43e43437a6b2/another_bezel_proposal_another_scratch_label_without_a_judged_sample2026-05-10T17:14:41.626Zhttps://applicationrobot.com/discussions/a9283a6347ad/our_ur5e_faceplate_labels_follow_the_light_instead_of_the_part2026-06-25T09:17:49.857Zhttps://applicationrobot.com/discussions/a333c0054527/i_cannot_use_the_ur5e_faceplate_comparison_while_its_labels_lose_the_area_names2026-05-11T18:04:51.520Zhttps://applicationrobot.com/discussions/a27bfd612adf/the_rejected_bezel_is_the_one_nobody_can_find2025-09-12T11:37:16.116Zhttps://applicationrobot.com/discussions/4b8239757acd/a_cosmetic_components_workshop_the_scratch_labels_look_less_certain_than_the_images_sugges2026-06-21T11:10:53.932Zhttps://applicationrobot.com/discussions/386330d491a5/a_robot_presented_camera_station_bright_streaks_move_when_we_present_the_part_differently2026-08-17T08:13:49.887Zhttps://applicationrobot.com/discussions/40359e3128a4/getting_consistent_inspection_evidence_before_commissioning2026-08-26T11:00:34.754Zhttps://applicationrobot.com/discussions/84cd0c8b061e/our_trim_plate_looks_seated_from_the_camera_side_only2026-02-20T11:01:13.787Zhttps://applicationrobot.com/discussions/949318223866/why_does_our_accepted_ur5e_bezel_look_worse_than_the_reject2026-02-25T10:15:35.394Zhttps://applicationrobot.com/discussions/f7a9ad7fcbda/trim_plate_finish_under_two_different_sorts_of_preparation2026-02-27T23:34:12.437Zhttps://applicationrobot.com/discussions/c0c4a31e09bb/a_precision_metal_parts_inspection_area_what_counts_as_a_confirmed_defect_on_a_reflective2026-07-24T22:33:10.213Zhttps://applicationrobot.com/discussions/fef80bfd79b3/fr10_trim_plate_reference_captions_still_follow_the_bright_streak2026-07-14T10:38:13.541Zhttps://applicationrobot.com/discussions/e00bf52d6666/which_lighting_comparison_keeps_the_faint_bezel_scratch_visible2025-10-29T16:02:02.259Zhttps://applicationrobot.com/discussions/f49328838be0/my_fr5_bezel_images_have_scratch_labels_before_physical_checks2026-07-28T11:04:22.569Zhttps://applicationrobot.com/discussions/6c9c96418881/our_example_images_keep_turning_shiny_patches_into_defects2026-07-18T11:27:42.746Zhttps://applicationrobot.com/discussions/3eb39d2b8f71/ur5e_cover_reference_arrows_on_the_wrong_side_after_slide_export2026-02-22T10:41:58.861Zhttps://applicationrobot.com/discussions/f46965d3af3e/why_does_our_accepted_ur5e_faceplate_get_a_different_scratch_after_every_reload2026-01-23T11:46:01.953Zhttps://applicationrobot.com/discussions/9bca85317a64/i_cannot_accept_the_fr5_trim_view_with_its_returned_edge_cropped_away2026-03-16T07:04:37.417Zhttps://applicationrobot.com/discussions/cefe5f82c47d/our_fr10_faceplate_references_change_when_the_holder_is_reseated2026-01-16T13:01:53.919Zhttps://applicationrobot.com/discussions/234bc4b392b3/faceplate_reference_with_somebody_s_thumbprint_across_it2026-02-23T12:53:18.482Zhttps://applicationrobot.com/discussions/ed21e96fb195/fairino_fr10_bright_streaks_move_when_we_present_the_part_differently2026-07-21T14:26:08.760Zhttps://applicationrobot.com/discussions/3f670b2819aa/a_robot_presented_camera_station_what_counts_as_a_confirmed_defect_on_a_reflective_surface2026-08-06T19:28:43.257Zhttps://applicationrobot.com/discussions/1365ad313162/what_counts_as_a_confirmed_defect_on_a_reflective_surface_presenting_reflective_components2026-09-01T13:44:02.021Zhttps://applicationrobot.com/discussions/bb1e6f979d9f/our_ur5e_cover_examples_have_lost_their_physical_samples2025-10-28T20:13:57.563Zhttps://applicationrobot.com/discussions/b3abcf61cd93/why_does_our_ur5e_cover_lesson_still_point_to_an_image_corner_not_a_scratch2026-03-25T19:43:44.229Zhttps://applicationrobot.com/discussions/cb9c78820762/fairino_fr10_inspection_plan_scratches_or_changing_reflections2026-08-01T09:18:44.555Zhttps://applicationrobot.com/discussions/c447b146f61c/a_robot_presented_camera_station_what_counts_as_a_confirmed_defect_on_a_reflective_surface2026-09-01T13:58:49.692Zhttps://applicationrobot.com/discussions/5a34ee1ece41/trim_plate_references_with_a_visible_scratch_and_an_unstable_reflection2026-01-26T09:29:42.543Zhttps://applicationrobot.com/discussions/d092b69019c4/the_travelling_scratch2025-05-27T09:07:42.823Zhttps://applicationrobot.com/discussions/4b3d901acd69/what_counts_as_a_confirmed_defect_on_a_reflective_surface_fairino_fr5_planning_camera_insp2026-06-02T05:56:40.394Zhttps://applicationrobot.com/discussions/128cc9daebdd/how_do_i_build_a_trustworthy_reference_set_for_a_polished_metal_cover_fairino_fr102026-09-03T10:16:10.965Zhttps://applicationrobot.com/discussions/abe9912f3de1/another_scratch_that_follows_the_light2025-06-12T12:23:59.641Zhttps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