Image Classification with TensorFlow

2017 - 03 - 30

status: draft

PRE-TRAINED

TF official Inception Imagenet
We only need to download 1 file classify_image.py and run:

python3 classify_image.py --image_file /path/to/my/img.png

It will automatically download pre-trained inception model during the 1st run, and will use a panda image_file by default.

PRE-TRAINED + NEW IMAGES

keras: train & retrain (dog vs cat)

OBS: Inception retraining needs bazel to compile; vgg16 is a better start point.
Inception + star-war, youtube (with docker)
Inception + flower, official
Inception + flower

TRAIN FROM SCRATCH

//later. MNIST ok. but not practical for large.net / complex.dataset.

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