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dima806
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hand_gestures_image_detection

Image Classification
Transformers
Safetensors
vit
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@@ -8,31 +8,33 @@ Return hand gesture based on image.
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  See https://www.kaggle.com/code/dima806/hand-gestures-image-detection-vit for more details.
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  ```
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  Classification report:
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  precision recall f1-score support
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- call 0.8748 0.9097 0.8919 2957
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- dislike 0.9679 0.9577 0.9628 2956
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- fist 0.9628 0.9811 0.9718 2956
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- four 0.8241 0.8068 0.8154 2956
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- like 0.9039 0.8559 0.8793 2957
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- mute 0.9608 0.9956 0.9779 2956
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- ok 0.8929 0.9053 0.8990 2956
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- one 0.9266 0.9175 0.9220 2957
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- palm 0.9531 0.9202 0.9363 2957
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- peace 0.8576 0.8620 0.8598 2956
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- peace_inverted 0.9672 0.9472 0.9571 2957
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- rock 0.8962 0.8471 0.8710 2957
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- stop 0.9092 0.9591 0.9335 2956
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- stop_inverted 0.9661 0.9151 0.9399 2956
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- three 0.7879 0.8258 0.8064 2956
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- three2 0.9204 0.9188 0.9196 2957
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- two_up 0.9014 0.9642 0.9317 2957
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- two_up_inverted 0.9649 0.9381 0.9513 2956
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- accuracy 0.9126 53216
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- macro avg 0.9132 0.9126 0.9126 53216
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- weighted avg 0.9132 0.9126 0.9126 53216
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  ```
 
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  See https://www.kaggle.com/code/dima806/hand-gestures-image-detection-vit for more details.
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/HAOiyjaETTnpeq78UEfXp.png)
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+
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  ```
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  Classification report:
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  precision recall f1-score support
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+ call 0.8781 0.9189 0.8980 11826
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+ dislike 0.9623 0.9669 0.9646 11826
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+ fist 0.9678 0.9849 0.9763 11825
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+ four 0.8296 0.8163 0.8229 11825
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+ like 0.9200 0.8546 0.8861 11826
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+ mute 0.9615 0.9945 0.9777 11825
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+ ok 0.9020 0.9112 0.9066 11826
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+ one 0.9304 0.9226 0.9265 11825
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+ palm 0.9505 0.9271 0.9387 11825
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+ peace 0.8491 0.8683 0.8586 11826
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+ peace_inverted 0.9690 0.9428 0.9557 11826
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+ rock 0.8951 0.8490 0.8714 11825
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+ stop 0.9111 0.9614 0.9356 11826
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+ stop_inverted 0.9717 0.9181 0.9441 11826
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+ three 0.7985 0.8279 0.8129 11826
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+ three2 0.9291 0.9249 0.9270 11825
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+ two_up 0.9100 0.9608 0.9347 11826
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+ two_up_inverted 0.9618 0.9373 0.9494 11826
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+ accuracy 0.9160 212861
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+ macro avg 0.9165 0.9160 0.9159 212861
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+ weighted avg 0.9165 0.9160 0.9159 212861
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  ```