151 skills found · Page 1 of 6
barisozmen / DeepaugmentDiscover augmentation strategies tailored for your dataset
tomahim / Py Image Dataset GeneratorGet a large image dataset with minimal effort by grabbing image through the web and generate new ones by image augmentation.
AlexanderVNikitin / TsgmGeneration and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets) NeurIPS'24
zhangzhengde0225 / FINetFoggy Insulator Network, Dataset and Code. Improved object detection network, synthetic fog, data augmentation, channel attention mechanism. Insulator & defect detection
ELS-RD / AnonymisationAnonymization of legal cases (Fr) based on Flair embeddings
jkjung-avt / Keras Cats Dogs TutorialA practical example of image classifier with Keras 2.x and TensorFlow backend, using the Kaggle Cats vs. Dogs dataset. By taking advantage of Keras' image data augmentation capabilities (and also random cropping), we were able to achieve 99% accuracy on the trained model with only 2,000 images in the training set.
a-n-rose / Python Sound ToolSoundPy (alpha stage) is a research-based python package for speech and sound. Applications include deep-learning, filtering, speech-enhancement, audio augmentation, feature extraction and visualization, dataset and audio file conversion, and beyond.
muhammad-faizan-122 / Yolo Data AugmentationApplied augmentation on yolov5 and yolov8 dataset.
Harininivatha / PEST DECTECTION AND MITIGATIONAI-based computer vision system for real-time agricultural pest detection using YOLOv5-Nano, YOLOv8-Nano, and YOLOv11-Nano. Trained on the IP102 dataset with strong augmentation for robust field performance. Outputs pest bounding boxes, labels, and confidence scores.
KupynOrest / Instance Augmentation[ECCV 2024] Official Repo for: Dataset Enhancement with Instance-Level Augmentations
freds0 / Data Augmentation For AsrA set of audio augmentation techniques to perform noise insertion in datasets used for Automatic Speech Recognition.
AppleHolic / Audioset AugmentorSound augmentation using Large-scale audio dataset (Audioset)
alicank / Translation Augmented LibriSpeech CorpusLarge scale (>200h) and publicly available read audio book corpus. This corpus is an augmentation of LibriSpeech ASR Corpus (1000h) and contains English utterances (from audiobooks) automatically aligned with French text. Our dataset offers ~236h of speech aligned to translated text.
felixchenfy / Speech Commands Classification By LSTM PyTorchClassification of 11 types of audio clips using MFCCs features and LSTM. Pretrained on Speech Command Dataset with intensive data augmentation.
google-research-datasets / Hinglish TOP DatasetConsists of the largest (10K) human annotated code-switched semantic parsing dataset & 170K generated utterance using the CST5 augmentation technique. Queries are derived from TOPv2, a multi-domain task oriented semantic parsing dataset. Tests suggest that with CST5, up to 20x less labeled data can achieve the same semantic parsing performance.
genaug / Genaugmain augmentation script for real world robot dataset.
KyotoSunshine / CNN For Handwritten KanjiA convolutional neural network for handwritten kanji recognition, written using Keras. Uses elastic distortions for dataset augmentation.
ziegler-ingo / CRAFT[TACL, EMNLP 2025 Oral] Code, datasets, and checkpoints for the paper "CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation"
dfreer15 / DeepEEGDataAugmentationCode for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation including intentionally imbalancing a dataset, and appending modified data to the training set.
mah533 / Augmentation Of ECG Training Dataset With CGANImbalanced MIT-BIH dataset is augmented with the generated beats by WGAN-GP and AC-WGAN-GP to improve the classification metrics.
