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(96),0.788,0.047,13.4,0.282 diff --git a/detector.pt b/detector.pt new file mode 100644 index 0000000000000000000000000000000000000000..2e6a45f2601b005bdb6e1ce29f4d306257a1dc3c --- /dev/null +++ b/detector.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90fa5bff4ff55774d4ce8855d6cbbc042213f3c6708723a09def75b645cb4115 +size 5471315 diff --git a/detector_v0.pt b/detector_v0.pt new file mode 100644 index 0000000000000000000000000000000000000000..db483c709db03670f32d2a5046137874cc1d1513 --- /dev/null +++ b/detector_v0.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78cb5e1cd2417021110659f29d054af838a39622aa3cba884dbc8083be1225eb +size 5468435 diff --git a/error_report.md b/error_report.md new file mode 100644 index 0000000000000000000000000000000000000000..3cd90e52850491b1b705b3b17dc1e23fc41534f3 --- /dev/null +++ b/error_report.md @@ -0,0 +1,20 @@ +# SmartCart Day 3 — Error Report + +Validation accuracy: 0.940 (crop-aware head) + +## Weakest classes + +``` + fine acc n + KCT-Chilli-Sauce 0.769231 13 +Ayam-Brand-Sardines 0.785714 14 + Meiji-Fresh-Milk 0.785714 14 +``` + +## Hardest confusions + +- KCT-Chilli-Sauce -> Meiji-Fresh-Milk (3) +- Meiji-Fresh-Milk -> KCT-Chilli-Sauce (3) +- Chye-Sim -> Kailan (2) +- Ayam-Brand-Sardines -> KCT-Chilli-Sauce (1) +- Ayam-Brand-Sardines -> Marigold-HL-Milk (1) \ No newline at end of file diff --git a/gallery_index.npy b/gallery_index.npy new file mode 100644 index 0000000000000000000000000000000000000000..3a0cf621a5cd21235a82f225c420bb21912b4517 --- /dev/null +++ b/gallery_index.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:83f55c650175ed27cf2fb59dd7cd224bb255b131d0e9ed6d552bef52336ce022 +size 38528 diff --git a/gallery_meta.csv b/gallery_meta.csv new file mode 100644 index 0000000000000000000000000000000000000000..443d45b393c400f12c5a57dc41c06998eff9d4ad --- /dev/null +++ b/gallery_meta.csv @@ -0,0 +1,26 @@ +fine,iconic +Ayam-Brand-Sardines,/home/jonyling/SNAIC/Week4/sg_data/sg_dataset/iconic/Ayam-Brand-Sardines.jpg +Bananas,/home/jonyling/SNAIC/Week4/sg_data/sg_dataset/iconic/Bananas.jpg +Camel-Nuts,/home/jonyling/SNAIC/Week4/sg_data/sg_dataset/iconic/Camel-Nuts.jpg +Chye-Sim,/home/jonyling/SNAIC/Week4/sg_data/sg_dataset/iconic/Chye-Sim.jpg +FN-Seasons,/home/jonyling/SNAIC/Week4/sg_data/sg_dataset/iconic/FN-Seasons.jpg +Gardenia-White-Bread,/home/jonyling/SNAIC/Week4/sg_data/sg_dataset/iconic/Gardenia-White-Bread.jpg +Ice-Mountain-Water,/home/jonyling/SNAIC/Week4/sg_data/sg_dataset/iconic/Ice-Mountain-Water.jpg +KCT-Chilli-Sauce,/home/jonyling/SNAIC/Week4/sg_data/sg_dataset/iconic/KCT-Chilli-Sauce.jpg +Kailan,/home/jonyling/SNAIC/Week4/sg_data/sg_dataset/iconic/Kailan.jpg +Kaya-Spread,/home/jonyling/SNAIC/Week4/sg_data/sg_dataset/iconic/Kaya-Spread.jpg +Khong-Guan-Biscuits,/home/jonyling/SNAIC/Week4/sg_data/sg_dataset/iconic/Khong-Guan-Biscuits.jpg 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+Khong-Guan-Biscuits,0.9166666666666666,0.9166666666666666,0.9166666666666666 +Koka-Noodles,0.75,0.9166666666666666,0.9166666666666666 +Lee-Kum-Kee-Oyster-Sauce,1.0,1.0,1.0 +Local-Lime,1.0,1.0,1.0 +Local-Mango,1.0,1.0,1.0 +Maggi-Curry-Noodles,0.5833333333333334,0.5833333333333334,0.6666666666666666 +Marigold-HL-Milk,1.0,1.0,1.0 +Meiji-Fresh-Milk,0.8333333333333334,0.8333333333333334,0.8333333333333334 +Milo-Powder,0.9166666666666666,0.9166666666666666,1.0 +Pasar-Fresh-Eggs,1.0,1.0,1.0 +Pokka-Green-Tea,0.9166666666666666,0.9166666666666666,0.9166666666666666 +Prima-Taste-Laksa,0.9166666666666666,0.9166666666666666,0.8333333333333334 +Red-Chilli,1.0,1.0,1.0 +SongHe-Rice,1.0,1.0,1.0 +Yeos-Chrysanthemum-Tea,0.9166666666666666,0.9166666666666666,0.9166666666666666 diff --git a/lift_table_vs_real_photo.csv b/lift_table_vs_real_photo.csv new file mode 100644 index 0000000000000000000000000000000000000000..fd578e4d4d07c85581631aa4b3afdccd2076e45f --- /dev/null +++ b/lift_table_vs_real_photo.csv @@ -0,0 +1,7 @@ +fine,acc_baseline,acc_copypaste,acc_real_photo +Bananas,1.0,1.0,1.0 +Gardenia-White-Bread,1.0,0.9166666666666666,1.0 +Kailan,1.0,1.0,1.0 +Local-Mango,1.0,1.0,1.0 +Maggi-Curry-Noodles,1.0,1.0,1.0 +Pasar-Fresh-Eggs,1.0,1.0,1.0 diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a998b8734ee2c6ce3534319666a25884925fea25 --- /dev/null +++ b/manifest.json @@ -0,0 +1,53 @@ +{ + "version": 1, + "class_list": [ + "Ayam-Brand-Sardines", + "Bananas", + "Camel-Nuts", + "Chye-Sim", + "FN-Seasons", + "Gardenia-White-Bread", + "Ice-Mountain-Water", + "KCT-Chilli-Sauce", + "Kailan", + "Kaya-Spread", + "Khong-Guan-Biscuits", + "Koka-Noodles", + "Lee-Kum-Kee-Oyster-Sauce", + "Local-Lime", + "Local-Mango", + "Maggi-Curry-Noodles", + "Marigold-HL-Milk", + "Meiji-Fresh-Milk", + "Milo-Powder", + "Pasar-Fresh-Eggs", + "Pokka-Green-Tea", + "Prima-Taste-Laksa", + "Red-Chilli", + "SongHe-Rice", + "Yeos-Chrysanthemum-Tea" + ], + "artifacts": { + "sample_scene.jpg": true, + "detector.pt": true, + "crops_manifest.csv": true, + "gallery_index.npy": true, + "gallery_meta.csv": true, + "catalog_prices.csv": true, + "labels.csv": true, + "head.pt": true, + "per_class_metrics.csv": true, + "error_report.md": true, + "head_v2.pt": true, + "lift_table.csv": true, + "lift_table_vs_real_photo.csv": true, + "decisive_lift_table.csv": true, + "confidence_threshold.json": true, + "head.onnx": true, + "crops_train.csv": true, + "calibration_crops.csv": true, + "detector_v0.pt": true, + "FastSAM-s.pt": true + }, + "detector_note": "detector.pt retrained 2026-07-10 on cluttered basket-style composites (GrabCut cutouts, 3-8 items/scene, occlusion); detector_v0.pt is the original sparse-scene model" +} \ No newline at end of file diff --git a/per_class_metrics.csv b/per_class_metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..34a829af92c3bd7c1923aa883cc3fb06818d00ae --- /dev/null +++ b/per_class_metrics.csv @@ -0,0 +1,26 @@ +fine,acc,n +Ayam-Brand-Sardines,0.7857142857142857,14 +Bananas,1.0,14 +Camel-Nuts,1.0,14 +Chye-Sim,0.8461538461538461,13 +FN-Seasons,0.9230769230769231,13 +Gardenia-White-Bread,1.0,12 +Ice-Mountain-Water,0.9230769230769231,13 +KCT-Chilli-Sauce,0.7692307692307693,13 +Kailan,1.0,13 +Kaya-Spread,1.0,14 +Khong-Guan-Biscuits,1.0,13 +Koka-Noodles,0.9230769230769231,13 +Lee-Kum-Kee-Oyster-Sauce,1.0,13 +Local-Lime,1.0,13 +Local-Mango,1.0,13 +Maggi-Curry-Noodles,0.9285714285714286,14 +Marigold-HL-Milk,1.0,13 +Meiji-Fresh-Milk,0.7857142857142857,14 +Milo-Powder,0.9285714285714286,14 +Pasar-Fresh-Eggs,1.0,13 +Pokka-Green-Tea,0.9230769230769231,13 +Prima-Taste-Laksa,0.8666666666666667,15 +Red-Chilli,1.0,14 +SongHe-Rice,0.9230769230769231,13 +Yeos-Chrysanthemum-Tea,1.0,15 diff --git a/sample_scene.jpg b/sample_scene.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a84eb395095920e86ce811f803f00257d76f4129 Binary files /dev/null and b/sample_scene.jpg differ