convnext
Datasets
All datasets matching “convnext”neuralatlas-attributions-convnext_tinydanbooru-convnext-embeddings3DeLR-Cephalometric-ConvNeXtV2
DeLR – Dual-encoder Landmark Regression
A PyTorch implementation of the DeLR (Dual-encoder Landmark Regression) architecture for cephalometric landmark detection, evaluated on three public datasets:
Aariz Cephalograms — 1000 images, 29 annotated landmarks (700 / 150 / 150 train/valid/test).
CephAdoAdu Dataset — 700 images, 10 landmarks, mixed adolescent + adult cohort (400 train / 300 test in the official splits; we held out 10 % of train as validation).
ISBI 2015 Cephalometric… See the full description on the dataset page: https://huggingface.co/datasets/emad2001/DeLR-Cephalometric-ConvNeXtV2.E2AM_ConvNeXtV2_CIFAR10E2AM_ConvNeXtV2Nano
E2AM Ablation Results: ConvNeXtV2-Nano
Energy-aware training ablation study for ConvNeXtV2-Nano across three image-classification datasets: CIFAR-10, CIFAR-100, and Tiny-ImageNet.
Each dataset has 15 training variants (8 individual-method M0..M7, 7 cumulative ablation C0..C6) at 50 epochs, plus a 5-variant deployment pipeline (FP32 baseline, structured pruning, pruning+finetune, INT8 quantization, pruned+INT8).
Status: 45 completed variants, 0 partial. 15 deployment runs.… See the full description on the dataset page: https://huggingface.co/datasets/Shanmuk4622/E2AM_ConvNeXtV2Nano.convnext-weakfix-datasets
convnext-weakfix — data + kết quả + checkpoint
Replicate phương pháp v5_weakfix (hoangtuan) lên DINOv3 ConvNeXt-Tiny (dinov3_next_cnn).
Cùng data / kỹ thuật / hyperparam, identity-disjoint. Doc đầy đủ tại repo gốc:
/workspace/quangmanh/deepfake/doc/convnext_weakfix/.
Data (data/)
train_v5_combined_universal_kaggle_boost.csv — 54,000 ảnh (baseline).
train_v5_weakfix.csv — v2: 121,884 ảnh (31,006 real / 90,878 fake, 42 method, faceswap 4,600).… See the full description on the dataset page: https://huggingface.co/datasets/ManhQuangAI/convnext-weakfix-datasets.