Pinned Loading

1. Paper-Replication-from-Scratch-PyTorch Paper-Replication-from-Scratch-PyTorch Public

   Replicated famous classification and detection networks using PyTorch and pruned them for efficiency.

   1

2. Channel-Pruning-EfficientNetV2 Channel-Pruning-EfficientNetV2 Public

   I pruned 88% of channels of efficientNetV2 using LAMP pruning resulting 14x smaller model, 2.5x faster in inference, 14x fewer parameters & 2.5x fewer MACops. The loss in accuracy was somewhat 2% o…

   Jupyter Notebook 7

3. Pulmonary-Classifier Pulmonary-Classifier Public

   Forked from rajinkhatri/Pulmonary-Classifier

   A comparative analysis of different CNN Architectures for Pulmonary Disease Classification: Inception v3 vs. ResNet-50

   Jupyter Notebook

4. Evolutionary-Neural-Architectural-Search-for-FPGAs Evolutionary-Neural-Architectural-Search-for-FPGAs Public

   Searching for Hardware Aware Neural Networks on ImageNet for FPGA in MobilenetV3 Search Space

   Jupyter Notebook 2

5. Data-Mining-Algorithms Data-Mining-Algorithms Public

   All of my projects from data mining class along with reports

6. Quantizing-Efficientnetv2-using-Vitis-AI-Pytorch Quantizing-Efficientnetv2-using-Vitis-AI-Pytorch Public

   Quantization of efficientnet model that i pruned 81% using Vitis AI and compiling it for deployment on FPAG

   Python 3