Adam's repositories
A-Barebones-Image-Retrieval-System
This project presents a simple framework to retrieve images similar to a query image.
aiostream
Generator-based operators for asynchronous iteration
ARCoreMeasure
source code of ARCore Measure app.
DAPN
A pytorch implementation of "Domain-Adaptive Few-Shot Learning"
Deep-Learning-For-Hackers
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
deep_products
A book on building products using deep learning and natural language processing
DeepSpeech
A TensorFlow implementation of Baidu's DeepSpeech architecture
image_embeddings
Using efficientnet to provide embeddings for retrieval
joint-bert-with-tf2
Slot filling and intent classification - made for the purpose of qualification
keras-efficientnet-regression
Apply transfer learning of EfficientNet to a custom regression problem with Keras and TensorFlow 2.
mediapipe
MediaPipe is a cross-platform framework for building multimodal applied machine learning pipelines
melanoma-classification
:3rd_place_medal: (Bronze medal - 241st place - Top 8%) Repository for the "SIIM-ISIC Melanoma Classification" Kaggle competition.
ml-glossary
Machine learning glossary
multi-agent-emergence-environments
Environment generation code for the paper "Emergent Tool Use From Multi-Agent Autocurricula"
muzero
Tensorflow implementation of MuZero algorithm
OFM
This is the original implementation of the paper Don't miss the Mismatch: Investigating the Objective Function Mismatch for Unsupervised Representation Learning” in TensorFlow 2.2.0.
qemu-user-static
:earth_africa: `/usr/bin/qemu-*-static`
StockMarketGAN
Stock Market Prediction Using Unsupervised Features
Supervised-Contrastive-Learning-in-TensorFlow-2
Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.
SwAV-TF
TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".
tflite-speech-recognition
Demo for training a convolutional neural network to classify words and deploy the model to a Raspberry Pi using TensorFlow Lite.
vcs_2019
Code and processed data for manuscript entitled, "High-throughput, Microscope-based Sorting to Dissect Cellular Heterogeneity"
VSC
Transductive Zero-Shot Learning with Visual Structure Constraint, in NeurIPS 2019
WBC-Classification-UDA
White Blood Cells Classification using Unsupervised Domain Adaptation
yolov3-tf2
YoloV3 Implemented in Tensorflow 2.0