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1. Tracking_SSD_ReID Tracking_SSD_ReID Public

   SSD300 implementation with TensorFlow plus re-identification for multi-object tracking

   Jupyter Notebook 3 2

2. DeepLearningFrameworkFromScratch DeepLearningFrameworkFromScratch Public

   Deep Learning Framework only using numpy: Linear, Convolution, Flatten, Max and Mean Pooling layers, activation functions, Softmax, MSE and Cross Entropy. Useful functions: train, save an load a mo…

   Jupyter Notebook 5 2

3. Segmentation Segmentation Public

   Image segmentation project. Two architectures implemented: VGG-16 + FCN-8 module and U-Net. For FCN-8, pre-trained weights are used from SSD300. Although it is designed for object detection, its fe…

   Jupyter Notebook 3

4. DepthEstimationAnd3dMapping DepthEstimationAnd3dMapping Public

   The goal of this project is to build a robot capable of mapping its environment in a 3D simulation view. It uses a neural network for depth estimation deployed on a Jetson Nano. The Jetson is also …

   Jupyter Notebook 12 1

5. DeepLearningFrameworkFromScratchCpp DeepLearningFrameworkFromScratchCpp Public

   Deep Learning framework implementation with MSE, ReLU, softmax, linear layer, a feature/label generator and a mini-batch training. The main goal of this repository is to show how to develop a proje…

   C++ 17 3

6. VR_Teach_Sign_Language VR_Teach_Sign_Language Public

   Using an Oculus and Leap motion to build a game on Unity to learn Sign Language

   C# 4 2