mmfashion
ailia-models
| mmfashion | ailia-models | |
|---|---|---|
| 1 | 4 | |
| 1,202 | 1,845 | |
| 3.1% | 3.5% | |
| 0.0 | 9.8 | |
| almost 2 years ago | 4 days ago | |
| Python | Python | |
| Apache License 2.0 | - |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
mmfashion
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Help with DeepFashion dataset
I am trying to find a good dataset that I can use for various ML applications involving fashion/clothing and I came across the DeepFashion dataset. I was blown away when I saw it... it has the exact type of functionality that I am looking for. I found this toolbox called mmfashion that uses the DeepFashion dataset and I cloned it and tried to get it set up, but I have been unsuccessful. I have also come across the Fashion-MNIST dataset that can help with classifying images, but DeepFashion seems to be full-featured and solves all of my use cases.
ailia-models
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10$ Full Body Tracking! I'm proud to release ToucanTrack (in Beta!). Get decent FBT with the power of 2 PS3 Eye Cameras and AI!
If you're looking for the differences in terms of how inference is done, I recommend you take a look at MediaPipe's source code. MediaPipe doesn't use raw code, but uses a "graph" instead (eg. pose_landmark_cpu.pbtxt), which can be visualised using MediaPipe Viz. I also used axinc-ai/ailia-models as the base (preprocessing, inference, postprocessing, etc...) which I further built upon (keypoint refinement, roi from keypoints, filtering / smoothing, etc...)
- [P] A collection of pre-trained, state-of-the-art AI models
- Ailia-models: A collection of pre-trained, state-of-the-art AI models
What are some alternatives?
SEAM-Match-RCNN - Official code of paper: MovingFashion: a Benchmark for the Video-to-Shop Challenge
DeepCamera - Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
tensorflow-onnx - Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Put-In-Context - Putting Visual Object Recognition in Context
fashion-segmentation - A tensorflow model for segmentation of fashion items out of multiple product images
robotics-level-4 - This repo contains projects created using TensorFlow-Lite on Raspberry Pi and Teachable Machine. AI and ML capabilities have been integrated with Robot's software.
stable-diffusion-webui - Stable Diffusion web UI
mlapi - An easy to use/extend object recognition API you can locally install. Python+Flask. Also works with ZMES!
PeekingDuck - A modular framework built to simplify Computer Vision inference workloads.
Video-Dataset-Loading-Pytorch - Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.