marcin119a/mnist100

The MNIST-100 dataset is a variation of the original MNIST dataset, consisting of 100 handwritten numbers extracted from the MNIST dataset. Unlike the traditional MNIST dataset, which contains 60,000 training images of digits from 0 to 9, the Modified MNIST-10 dataset focuses on 100 numbers.

Dataset Overview:

• Dataset Name: MNIST-100
• Total Number of Images: train: 60000 test: 1000
• Classes: 100 (Numbers from 00 to 99)
• Image Size: 28x56 pixels (grayscale)

Data Collection: The MNIST-100 dataset was created by randomly selecting 10 unique digits from the original MNIST dataset. For each selected digit, 10 representative images were extracted, resulting in a total of 100 images. These images were carefully chosen to represent a diverse range of handwriting styles for each digit.

Each image in the dataset is labeled with its corresponding numbers, ranging from 00 to 99, making it suitable for classification tasks. Researchers and practitioners can use this dataset to train and evaluate machine learning algorithms and neural networks for digit recognition and classification.

Please note that the Modified MNIST-100 dataset is not intended to replace the original MNIST dataset but serves as a complementary resource for specific applications requiring a smaller and more focused subset of the MNIST data.

Overall, the MNIST-100 dataset offers a compact and representative collection of 100 handwritten numbers, providing a convenient tool for experimentation and learning in computer vision and pattern recognition.

Label Distribution for training set:

Label	Occurrences	Label	Occurrences	Label	Occurrences
0	561	34	629	68	606
1	687	35	540	69	582
2	582	36	588	70	566
3	633	37	619	71	659
4	588	38	584	72	572
5	544	39	609	73	682
6	582	40	570	74	627
7	615	41	679	75	598
8	584	42	544	76	605
9	567	43	567	77	602
10	641	44	574	78	595
11	780	45	555	79	586
12	720	46	550	80	569
13	699	47	614	81	628
14	630	48	614	82	578
15	627	49	595	83	622
16	684	50	505	84	569
17	713	51	583	85	540
18	743	52	512	86	557
19	706	53	555	87	628
20	527	54	504	88	562
21	710	55	488	89	625
22	586	56	531	90	600
23	584	57	556	91	700
24	568	58	497	92	622
25	530	59	520	93	622
26	612	60	556	94	591
27	627	61	682	95	557
28	618	62	594	96	580
29	619	63	539	97	640
30	622	64	610	98	577
31	684	65	514	99	563
32	606	66	587
33	592	67	655

Test data:

Label	Occurrences	Label	Occurrences	Label	Occurrences
00	96	34	100	68	90
01	108	35	91	69	92
02	91	36	107	70	102
03	96	37	112	71	116
04	75	38	97	72	101
05	85	39	96	73	106
06	88	40	103	74	98
07	96	41	123	75	101
08	99	42	94	76	91
09	113	43	88	77	119
10	106	44	102	78	96
11	132	45	85	79	104
12	111	46	86	80	84
13	134	47	86	81	124
14	89	48	115	82	107
15	100	49	100	83	83
16	112	50	78	84	98
17	126	51	107	85	77
18	115	52	90	86	72
19	109	53	103	87	120
20	107	54	86	88	98
21	113	55	77	89	93
22	136	56	78	90	107
23	105	57	99	91	116
24	98	58	81	92	92
25	89	59	91	93	103
26	102	60	101	94	106
27	113	61	100	95	68
28	120	62	94	96	95
29	102	63	103	97	106
30	96	64	108	98	112
31	101	65	84	99	110
32	108	66	84
33	101	67	92