snowygoose's repositories
profiling_gpt2
Some tools and workflow I used to profile gpt2 model from huggingface checkpoint
BlazerML-tvm
Tencent Distribution of TVM
larq
An Open-Source Library for Training Binarized Neural Networks
openpilot-supercombo-model
Usage of comma.ai trained supercombo onnx model.
modeld
Self driving car lane and path detection
nanodet
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8mb and run 97FPS on cellphone🔥
coco-annotator
:pencil2: Web-based image segmentation tool for object detection, localization and keypoints
EfficientPyTorch
A PyTorch Framework for Efficient Pruning and Quantization for specialized accelerators.
keras-YOLOv3-model-set
end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies
yolov4-deepsort
Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.
start-yolov4
Start YOLOv4
ReActNet
ReActNet: Towards Precise Binary NeuralNetwork with Generalized Activation Functions. In ECCV 2020.
S-DCNet
Unofficial Pytorch implementation of S-DCNet and SS-DCNet
cclabeler
A web tool for labeling pedestrians in an image, provideing two types of label: box and point.
brevitas
Brevitas: quantization-aware training in Pytorch
nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
pytorch-summary
Model summary in PyTorch similar to `model.summary()` in Keras
model-compression
model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for quantization)
pytorch-to-tflite-example
Convert MobileNetV3Small defined and pre-trained in PyTorch to a TFLite quantized model
pytorch-detach
A very short demo of the detach function in pytorch
SS-DCNet
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting
pytorch_quantization
A pytorch implementation of dorefa quantization
fire-detection
Forest fire detection using Convolutional Neural Networks
detectron2
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
docker-influxdb-grafana
Docker-compose files for a simple InfluxDB + Grafana stack
alibabacloud-quantization-networks
alibabacloud-quantization-networks
soft-filter-pruning
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks
filter-pruning-geometric-median
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)