surmenok / GTSRBLinks
Convolutional Neural Network for German Traffic Sign Recognition Benchmark
☆121Updated 2 years ago
Alternatives and similar repositories for GTSRB
Users that are interested in GTSRB are comparing it to the libraries listed below
Sorting:
- Physical adversarial attack for fooling the Faster R-CNN object detector☆164Updated 5 years ago
- Deflecting Adversarial Attacks with Pixel Deflection☆71Updated 6 years ago
- Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)☆109Updated 4 years ago
- 98.8 solution for german sign classifing problem, done as p2 for Udacity's Self-driving car nano degree☆68Updated 8 years ago
- Robustness vs Accuracy Survey on ImageNet☆98Updated 3 years ago
- PyTorch implementation of Kaggle GTSRB challenge with 99.8% accuracy☆55Updated 6 years ago
- Code for the 'DARTS: Deceiving Autonomous Cars with Toxic Signs' paper☆38Updated 7 years ago
- Transferable Adversarial Attacks for Image and Video Object Detection☆15Updated 4 years ago
- The code of our paper: 'Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples', in Tensorflow.☆52Updated 3 weeks ago
- A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition☆133Updated 7 years ago
- Pytorch reimplementation of "One pixel attack for fooling deep neural networks"☆85Updated 7 years ago
- Improving Transferability of Adversarial Examples with Input Diversity☆164Updated 6 years ago
- Countering Adversarial Image using Input Transformations.☆497Updated 3 years ago
- Adversarial Examples: Attacks and Defenses for Deep Learning☆32Updated 7 years ago
- Implementing YOLO using ResNet as the feature extraction network☆122Updated 6 years ago
- ☆29Updated 7 years ago
- An implementation of the 'fast gradient sign method' from the paper 'Explaining and Harnessing Adversarial Examples'☆55Updated 8 years ago
- A Implementation of IJCAI-19(Transferable Adversarial Attacks for Image and Video Object Detection)☆90Updated 6 years ago
- Google Street View House Number(SVHN) Dataset, and classifying them through CNN☆64Updated 7 years ago
- Adversarial Examples for Semantic Segmentation and Object Detection☆123Updated 7 years ago
- My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-…☆73Updated 7 years ago
- NIPS 2017 - Adversarial Learning☆35Updated 7 years ago
- The first real-world adversarial attack on MTCNN face detetction system to date☆71Updated 4 years ago
- A repository for the paper "Real-Time Traffic Sign Recognition Based on Efficient CNNs in the Wild"☆144Updated 5 years ago
- Data independent universal adversarial perturbations☆61Updated 5 years ago
- ☆66Updated 6 years ago
- Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"☆100Updated 6 years ago
- Image Super-Resolution as a Defense Against Adversarial Attacks☆90Updated 6 years ago
- To train a model to detect German traffic signs with tensorflow object detection API☆35Updated 7 years ago
- Built and trained a deep neural network to classify traffic signs, using PyTorch. The highlights of this solution would be data preproces…☆36Updated 4 years ago