datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
E2AM_ResNet50
E2AM Ablation Results: ResNet-50
Energy-aware training ablation study for ResNet-50 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.
Quick links… See the full description on the dataset page: https://huggingface.co/datasets/Shanmuk4622/E2AM_ResNet50.neuralatlas-attributions-resnet101resnet50-imagenet-embeddingssmart-repro-imagenet-resnet50-logitsneuralatlas-attributions-resnet18Logo-Recognition-ResNet50-TripletNet-Embeddings-Datasetmit67_resnet50_places365-oof-featurestask4_eval_resnet18This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101",
"total_episodes": 50,
"total_frames": 23772,
"total_tasks": 1,
"total_videos": 100,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:50"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/rocach94/task4_eval_resnet18.mit67_resnet50_places365_oof_featureseval_act_resnet_open_drawerThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 10,
"total_frames": 4812,
"total_tasks": 1,
"total_videos": 20,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:10"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/lirislab/eval_act_resnet_open_drawer.how2sign-resnet50-mediapipe-30-pose
How2Sign ResNet50 + MediaPipe 30-Pose Features
This repository contains pre-extracted feature archives derived from the How2Sign dataset for sign language translation and related multimodal sequence modeling tasks.
The current upload includes compressed split archives in .tar.zst format:
how2sign_train_frontal_features.tar.zst
how2sign_train_side_features.tar.zst
how2sign_val_frontal_features.tar.zst
These archives are intended to serve as downloadable preprocessed inputs for… See the full description on the dataset page: https://huggingface.co/datasets/sodonne6/how2sign-resnet50-mediapipe-30-pose.weightclip-resnet18slim-operator-bank
WeightCLIP ResNet18Slim operator bank
This private dataset repository stores the exact preprocessed operator dataset
used by the current WeightCLIP production training run. It contains the active
weight-tile bank, the matching activation-context bank, and the metadata needed
to reproduce production sampling.
The active payload is 41,724,270,793 bytes (38.859 GiB) across 3,622 source
files:
weight_tile_bank-9020c363ee2005e8: 135,100 weight records, 793 files,
11,181,671,316… See the full description on the dataset page: https://huggingface.co/datasets/EnriFermi/weightclip-resnet18slim-operator-bank.eval_koch_base_4.1_resnet18This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "koch",
"total_episodes": 8,
"total_frames": 4965,
"total_tasks": 1,
"total_videos": 16,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:8"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/shin1107/eval_koch_base_4.1_resnet18.Visualize-Transformer-ResNet18-Checkpointseval_koch_defaultpos_resnet50This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "koch",
"total_episodes": 8,
"total_frames": 5714,
"total_tasks": 1,
"total_videos": 16,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:8"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/shin1107/eval_koch_defaultpos_resnet50.resnet-retriever-tryout
prepare.py
Dataset Summary
A fashion dataset with image audio modality, stored in csv format.
Preprocessing & Augmentation
Preprocessing: domain specific
Augmentation: randaugment
Splits & Sampling
Split strategy: leave one out
Sampling: active
Quality & Labeling
Quality filtering: adaptive
Labeling: manual
Files
prepare.py — main artifact of this repository
License
See the license… See the full description on the dataset page: https://huggingface.co/datasets/JoshuaThomasna/resnet-retriever-tryout.eval_task1_resnet18This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101",
"total_episodes": 10,
"total_frames": 6022,
"total_tasks": 1,
"total_videos": 20,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:10"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/rocach94/eval_task1_resnet18.MNIST-ResNet-Demo-Dataeval_task3_Resnet18This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101",
"total_episodes": 50,
"total_frames": 35763,
"total_tasks": 1,
"total_videos": 100,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:50"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/rocach94/eval_task3_Resnet18.eval_task2_resnet18This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101",
"total_episodes": 37,
"total_frames": 23330,
"total_tasks": 1,
"total_videos": 74,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:37"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/rocach94/eval_task2_resnet18.eval_koch_default_resnet50_not_pretrainedThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "koch",
"total_episodes": 8,
"total_frames": 5672,
"total_tasks": 1,
"total_videos": 16,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:8"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/shin1107/eval_koch_default_resnet50_not_pretrained.autotrain-data-resnet50_test
AutoTrain Dataset for project: resnet50_test
Dataset Description
This dataset has been automatically processed by AutoTrain for project resnet50_test.
Languages
The BCP-47 code for the dataset's language is unk.
Dataset Structure
Data Instances
A sample from this dataset looks as follows:
[
{
"image": "<1920x1920 RGB PIL image>",
"target": 2
},
{
"image": "<1080x721 RGB PIL image>",
"target": 2
}
]
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/SRGui/autotrain-data-resnet50_test.eval_koch_default_resnet18_pretrainedThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "koch",
"total_episodes": 8,
"total_frames": 4396,
"total_tasks": 1,
"total_videos": 16,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:8"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/shin1107/eval_koch_default_resnet18_pretrained.eval_koch_base_1_resnet18This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "koch",
"total_episodes": 20,
"total_frames": 13268,
"total_tasks": 1,
"total_videos": 40,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:20"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/shin1107/eval_koch_base_1_resnet18.resnet-detector
preprocess.py
Dataset Summary
A nlp qa dataset with audio video modality, stored in huggingface format.
Preprocessing & Augmentation
Preprocessing: auto ml
Augmentation: randaugment
Splits & Sampling
Split strategy: stratified 90 10
Sampling: stratified
Quality & Labeling
Quality filtering: adaptive
Labeling: semi auto
Files
preprocess.py — main artifact of this repository
License… See the full description on the dataset page: https://huggingface.co/datasets/brunopereiranaw/resnet-detector.resnet-summary
dataloader.py
Dataset Summary
A industrial dataset with pointcloud text modality, stored in lmdb format.
Preprocessing & Augmentation
Preprocessing: progressive
Augmentation: none
Splits & Sampling
Split strategy: temporal
Sampling: contrastive
Quality & Labeling
Quality filtering: strict
Labeling: weak supervision
Files
dataloader.py — main artifact of this repository
License
See… See the full description on the dataset page: https://huggingface.co/datasets/ankitsharmaren/resnet-summary.resnet-segment88
clean.py
Dataset Summary
A security dataset with multimodal3 modality, stored in webdataset format.
Preprocessing & Augmentation
Preprocessing: minimal
Augmentation: none
Splits & Sampling
Split strategy: random 90 10
Sampling: contrastive
Quality & Labeling
Quality filtering: lenient
Labeling: pseudo label
Files
clean.py — main artifact of this repository
License
See the license… See the full description on the dataset page: https://huggingface.co/datasets/arthurandrade/resnet-segment88.resnet_embeddingsresnet-caption-lab
load_data.py
Dataset Summary
A art dataset with sensor fusion modality, stored in huggingface format.
Preprocessing & Augmentation
Preprocessing: auto ml
Augmentation: none
Splits & Sampling
Split strategy: kfold 5
Sampling: balanced
Quality & Labeling
Quality filtering: adaptive
Labeling: pseudo label
Files
load_data.py — main artifact of this repository
License
See the license… See the full description on the dataset page: https://huggingface.co/datasets/satosihasegawa/resnet-caption-lab.eval_koch_base_2_resnet18This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "koch",
"total_episodes": 20,
"total_frames": 12971,
"total_tasks": 1,
"total_videos": 40,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:20"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/shin1107/eval_koch_base_2_resnet18.