jkjung-avt / keras-cats-dogs-tutorial
A 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.
☆81Updated 5 years ago
Alternatives and similar repositories for keras-cats-dogs-tutorial:
Users that are interested in keras-cats-dogs-tutorial are comparing it to the libraries listed below
- Single Shot MultiBox Detector(SSD)目标检测算法☆44Updated 7 years ago
- SSD: Single Shot MultiBox Detector in keras.☆84Updated 4 years ago
- Transfer Learning with EfficientNet in Keras☆88Updated 2 years ago
- Implementation of ResNeXt models from the paper Aggregated Residual Transformations for Deep Neural Networks in Keras 2.0+.☆224Updated 4 years ago
- Dual Path Networks for Keras 2.0+☆113Updated 5 years ago
- The Inception-ResNet v2 model using Keras (with weight files)☆182Updated 4 years ago
- "NASNet" models in Keras 2.0+ with weights☆199Updated 6 years ago
- Bag of Tricks for Image Classification with Convolutional Neural Networks in Keras☆63Updated 6 years ago
- RFCN implement based on Keras&Tensorflow☆72Updated 5 years ago
- Optimize layers structure of Keras model to reduce computation time☆157Updated 4 years ago
- keras ImageDataGenerator example☆60Updated 7 years ago
- ShuffleNet Implementation using Keras Functional Framework 2.0☆77Updated 4 years ago
- Train DenseNet on Cifar-10 based on Keras☆41Updated 4 years ago
- Code for 15th place in Kaggle Google AI Open Images - Object Detection Track☆268Updated 2 years ago
- Face identification with cnn+triplet-loss written by Keras.☆48Updated 7 years ago
- Keras implementation of NASNet-A☆88Updated 6 years ago
- How to convert trained Keras model to a single TensorFlow .pb file and make prediction☆59Updated 6 years ago
- Modification of convolutional neural net "UNET" for image segmentation in Keras framework☆214Updated 3 years ago
- Keras Implementation of MixNets: Mixed Depthwise Convolutions☆40Updated 5 years ago
- Ensembling ConvNets using Keras☆75Updated 6 years ago
- Focal Loss implementation by Keras with TensorFlow backend☆42Updated 7 years ago
- This is a simple demonstration for running Keras model model on Tensorflow with TensorRT integration(TFTRT) or on TensorRT directly with…☆67Updated 6 years ago
- Keras implementation of the VGG16-CAM model☆200Updated 8 years ago
- ocr, cnn+lstm+ctc, crnn, recognition model, tensorflow☆75Updated 6 years ago
- Naive implementation of SENet in Keras☆135Updated 6 years ago
- ☆62Updated 7 years ago
- The dataset is used to train my own raccoon detector and I blogged about it on Medium☆72Updated 7 years ago
- ☆48Updated 4 years ago
- Keras Implementation of EfficientNets☆186Updated 5 years ago
- BetterNetWork4SSD☆144Updated 4 years ago