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WindoneRepo2 / model_checkpoints /Primitive_Extractor /FSD50k

748 MB

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History: 31 commits

Hitelcy

Add high-res t-SNE visualization of Part 5 embeddings (5000 samples) with class legend

4b27bdd verified 3 days ago

best_fsd50k_part3.pt

147 MB
xet

Upload best FSD50K Part 3 checkpoint (Val mAP: 52.25%) 5 days ago
best_fsd50k_primitive_part1.pt

147 MB
xet

Upload renamed part1 checkpoint 6 days ago
best_fsd50k_primitive_part1_and_2.pt

147 MB
xet

Upload best Part 1 + Part 2 checkpoint (10 epochs, Val mAP 48.24%) 6 days ago
best_fsd50k_primitive_part4.pt

147 MB
xet

Upload best FSD50K Primitive Extractor checkpoint (Parts 1-4) 4 days ago
best_fsd50k_primitive_part5.pt

147 MB
xet

Upload FINAL best FSD50K Primitive Extractor checkpoint (Parts 1-5) 3 days ago
evaluation_of_part2_on_esc50.json

4.46 kB
Add detailed linear probing evaluation report for ESC-50 (94.85% Acc, 15-epoch loss history) 6 days ago
fsd50k_tsne_part1.png

2.25 MB
xet

Add t-SNE visualization for FSD50K Part 1 primitives 7 days ago
full_evaluation_part1.json

1.06 kB
Add full Part 1 evaluation metrics (mAP, F1, Top-1) 7 days ago
full_evaluation_result_part3.json

539 Bytes
Add full Part 3 evaluation metrics (mAP, F1, Top-1) 5 days ago
full_evaluation_result_part4.json

546 Bytes
Add full Part 4 evaluation metrics (mAP, F1, Top-1) 4 days ago
full_evaluation_result_part5.json

574 Bytes
Add full Part 5 evaluation metrics (Grand Finale) 3 days ago
training_result_part1.json

3.17 kB
Add FSD50K Part 1 training results JSON 7 days ago
training_result_part2.json

2.37 kB
Update model_checkpoints/Primitive_Extractor/FSD50k/training_result_part2.json 6 days ago
training_result_part3.json

3.47 kB
Add detailed training results for FSD50K Part 3 (10 epochs, Val mAP 52.25%) 5 days ago
training_result_part4.json

3.45 kB
Add detailed training results for FSD50K Part 4 (10 epochs, Val mAP 56.31%) 4 days ago
training_result_part5.json

3.2 kB
Add detailed training results for FSD50K Part 5 (Grand Finale) 3 days ago
training_script_part1.md

15.2 kB
Append full training script to training_script_part1.md 7 days ago
training_script_part3.md

10.9 kB
Add detailed training script and documentation for FSD50K Part 3 5 days ago
training_script_part4.md

10.5 kB
Add detailed training script and documentation for FSD50K Part 4 4 days ago
training_script_part5.md

1.27 kB
Add detailed training script and documentation for FSD50K Part 5 (Grand Finale) 3 days ago
tsne_best_of_part3.png

2.5 MB
xet

Add t-SNE visualization of Part 3 embeddings with class legend 5 days ago
tsne_part2_random_2500_files_embeddings.png

1.35 MB
xet

Add t-SNE visualization of Part 2 embeddings 6 days ago
tsne_part4_embeddings_with_legend.png

2.46 MB
xet

Add t-SNE visualization of Part 4 embeddings with class legend 4 days ago
tsne_part5_5k_with_legend.png

2.7 MB
xet

Add high-res t-SNE visualization of Part 5 embeddings (5000 samples) with class legend 3 days ago